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| /data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/torchvision/models/_utils.py:208: UserWarning: The parameter 'pretrained' is deprecated since 0.13 and will be removed in 0.15, please use 'weights' instead. | |
| warnings.warn( | |
| /data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/torchvision/models/_utils.py:223: UserWarning: Arguments other than a weight enum or `None` for 'weights' are deprecated since 0.13 and will be removed in 0.15. The current behavior is equivalent to passing `weights=ResNet50_Weights.IMAGENET1K_V1`. You can also use `weights=ResNet50_Weights.DEFAULT` to get the most up-to-date weights. | |
| warnings.warn(msg) | |
| submitit ERROR (2022-10-03 23:44:18,682) - Submitted job triggered an exception | |
| ERROR > Submitted job triggered an exception | |
| Traceback (most recent call last): | |
| File "/data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/runpy.py", line 194, in _run_module_as_main | |
| return _run_code(code, main_globals, None, | |
| File "/data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/runpy.py", line 87, in _run_code | |
| exec(code, run_globals) | |
| File "/data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/submitit/core/_submit.py", line 11, in <module> | |
| submitit_main() | |
| File "/data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/submitit/core/submission.py", line 72, in submitit_main | |
| process_job(args.folder) | |
| File "/data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/submitit/core/submission.py", line 65, in process_job | |
| raise error | |
| File "/data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/submitit/core/submission.py", line 54, in process_job | |
| result = delayed.result() | |
| File "/data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/submitit/core/utils.py", line 133, in result | |
| self._result = self.function(*self.args, **self.kwargs) | |
| File "userbenchmark/ddp_experiments/__init__.py", line 156, in __call__ | |
| return trainer_class(self.args, model_class, model_args=self.model_args).measure() | |
| File "/fsx/users/dberard/scratch-local/bench-fast/benchmark/torchbenchmark/util/distributed/core_model/trainer.py", line 89, in measure | |
| self.benchmark.invoke() | |
| File "/fsx/users/dberard/scratch-local/bench-fast/benchmark/torchbenchmark/util/model.py", line 193, in invoke | |
| self.train() | |
| File "/data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/torchdynamo/eval_frame.py", line 166, in _fn | |
| return fn(*args, **kwargs) | |
| File "/fsx/users/dberard/scratch-local/bench-fast/benchmark/torchbenchmark/util/framework/vision/model_factory.py", line 66, in train | |
| def train(self): | |
| File "/fsx/users/dberard/scratch-local/bench-fast/benchmark/torchbenchmark/util/framework/vision/model_factory.py", line 75, in <graph break in train> | |
| self.loss_fn(pred, target).backward() | |
| File "/data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/torch/nn/modules/module.py", line 1190, in _call_impl | |
| return forward_call(*input, **kwargs) | |
| File "/data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/torch/nn/modules/loss.py", line 1174, in forward | |
| return F.cross_entropy(input, target, weight=self.weight, | |
| File "/data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/torch/nn/functional.py", line 3022, in cross_entropy | |
| return torch._C._nn.cross_entropy_loss(input, target, weight, _Reduction.get_enum(reduction), ignore_index, label_smoothing) | |
| TypeError: cross_entropy_loss(): argument 'input' (position 1) must be Tensor, not tuple | |
| srun: error: a100-st-p4d24xlarge-54: task 6: Exited with exit code 1 | |
| srun: error: a100-st-p4d24xlarge-54: task 0: Exited with exit code 1 | |
| srun: error: a100-st-p4d24xlarge-54: task 7: Exited with exit code 1 | |
| srun: error: a100-st-p4d24xlarge-54: task 1: Exited with exit code 1 | |
| srun: error: a100-st-p4d24xlarge-54: task 2: Exited with exit code 1 | |
| srun: error: a100-st-p4d24xlarge-54: tasks 4-5: Exited with exit code 1 | |
| srun: error: a100-st-p4d24xlarge-54: task 3: Exited with exit code 1 |
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| submitit INFO (2022-10-03 23:42:03,840) - Starting with JobEnvironment(job_id=69791, hostname=a100-st-p4d24xlarge-54, local_rank=0(8), node=0(1), global_rank=0(8)) | |
| submitit INFO (2022-10-03 23:42:03,841) - Loading pickle: /fsx/users/dberard/scratch-local/bench-fast/benchmark/logs/69791_submitted.pkl | |
| Process group: 8 tasks, rank: 0 | |
| MY HOSTNAME: a100-st-p4d24xlarge-54 | |
| FI_PROVIDER : efa | |
| LD_LIBRARY_PATH : /fsx/users/dberard/scratch-local/bench-fast/aws-ofi-nccl/lib:/opt/amazon/efa/lib:/usr/local/cuda-11.6/lib:/usr/local/cuda-11.6/lib64:/opt/amazon/efa/lib:/opt/amazon/openmpi/lib:/usr/local/cuda/efa/lib:/usr/local/cuda/lib:/usr/local/cuda:/usr/local/cuda/lib64:/usr/local/cuda/extras/CUPTI/lib64:/usr/local/cuda/targets/x86_64-linux/lib:/usr/local/lib:/usr/lib: | |
| NCCL_DEBUG : INFO | |
| FI_EFA_USE_DEVICE_RDMA : 1 | |
| a100-st-p4d24xlarge-54:24359:24359 [0] NCCL INFO NCCL_SOCKET_IFNAME set by environment to ens | |
| a100-st-p4d24xlarge-54:24359:24359 [0] NCCL INFO NCCL_SOCKET_IFNAME set to ens | |
| a100-st-p4d24xlarge-54:24359:24359 [0] NCCL INFO Bootstrap : Using ens32:10.200.85.156<0> | |
| a100-st-p4d24xlarge-54:24359:24359 [0] NCCL INFO NET/Plugin: Failed to find ncclCollNetPlugin_v6 symbol. | |
| a100-st-p4d24xlarge-54:24359:24359 [0] NCCL INFO NET/Plugin: Failed to find ncclCollNetPlugin symbol (v4 or v5). | |
| a100-st-p4d24xlarge-54:24359:24359 [0] NCCL INFO cudaDriverVersion 11060 | |
| NCCL version 2.14.3+cuda11.6 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO NET/OFI Using aws-ofi-nccl 1.4.0aws | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO NET/OFI Running on p4d.24xlarge platform, Setting NCCL_TOPO_FILE environment variable to /fsx/users/dberard/scratch-local/bench-fast/aws-ofi-nccl/share/aws-ofi-nccl/xml/p4d-24xl-topo.xml | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO NET/OFI Setting FI_EFA_FORK_SAFE environment variable to 1 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO NET/OFI Selected Provider is efa | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Using network AWS Libfabric | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO NCCL_TOPO_FILE set by environment to /fsx/users/dberard/scratch-local/bench-fast/aws-ofi-nccl/share/aws-ofi-nccl/xml/p4d-24xl-topo.xml | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO NET/AWS Libfabric : GPU Direct RDMA Enabled for HCA 0 'rdmap16s27' | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO NET/AWS Libfabric : GPU Direct RDMA Enabled for HCA 1 'rdmap32s27' | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO NET/AWS Libfabric : GPU Direct RDMA Enabled for HCA 2 'rdmap144s27' | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO NET/AWS Libfabric : GPU Direct RDMA Enabled for HCA 3 'rdmap160s27' | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO GPU Direct RDMA Enabled for GPU 101c0 / HCA 0 (distance 3 <= 4), read 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO GPU Direct RDMA Enabled for GPU 101d0 / HCA 0 (distance 3 <= 4), read 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO GPU Direct RDMA Enabled for GPU 201c0 / HCA 0 (distance 3 <= 4), read 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO GPU Direct RDMA Enabled for GPU 201d0 / HCA 0 (distance 3 <= 4), read 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO GPU Direct RDMA Enabled for GPU 901c0 / HCA 0 (distance 3 <= 4), read 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO GPU Direct RDMA Enabled for GPU 901d0 / HCA 0 (distance 3 <= 4), read 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO GPU Direct RDMA Enabled for GPU a01c0 / HCA 0 (distance 3 <= 4), read 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO GPU Direct RDMA Enabled for GPU a01d0 / HCA 0 (distance 3 <= 4), read 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO GPU Direct RDMA Enabled for GPU 101c0 / HCA 1 (distance 3 <= 4), read 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO GPU Direct RDMA Enabled for GPU 101d0 / HCA 1 (distance 3 <= 4), read 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO GPU Direct RDMA Enabled for GPU 201c0 / HCA 1 (distance 3 <= 4), read 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO GPU Direct RDMA Enabled for GPU 201d0 / HCA 1 (distance 3 <= 4), read 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO GPU Direct RDMA Enabled for GPU 901c0 / HCA 1 (distance 3 <= 4), read 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO GPU Direct RDMA Enabled for GPU 901d0 / HCA 1 (distance 3 <= 4), read 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO GPU Direct RDMA Enabled for GPU a01c0 / HCA 1 (distance 3 <= 4), read 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO GPU Direct RDMA Enabled for GPU a01d0 / HCA 1 (distance 3 <= 4), read 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO GPU Direct RDMA Enabled for GPU 101c0 / HCA 2 (distance 3 <= 4), read 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO GPU Direct RDMA Enabled for GPU 101d0 / HCA 2 (distance 3 <= 4), read 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO GPU Direct RDMA Enabled for GPU 201c0 / HCA 2 (distance 3 <= 4), read 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO GPU Direct RDMA Enabled for GPU 201d0 / HCA 2 (distance 3 <= 4), read 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO GPU Direct RDMA Enabled for GPU 901c0 / HCA 2 (distance 3 <= 4), read 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO GPU Direct RDMA Enabled for GPU 901d0 / HCA 2 (distance 3 <= 4), read 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO GPU Direct RDMA Enabled for GPU a01c0 / HCA 2 (distance 3 <= 4), read 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO GPU Direct RDMA Enabled for GPU a01d0 / HCA 2 (distance 3 <= 4), read 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO GPU Direct RDMA Enabled for GPU 101c0 / HCA 3 (distance 3 <= 4), read 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO GPU Direct RDMA Enabled for GPU 101d0 / HCA 3 (distance 3 <= 4), read 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO GPU Direct RDMA Enabled for GPU 201c0 / HCA 3 (distance 3 <= 4), read 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO GPU Direct RDMA Enabled for GPU 201d0 / HCA 3 (distance 3 <= 4), read 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO GPU Direct RDMA Enabled for GPU 901c0 / HCA 3 (distance 3 <= 4), read 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO GPU Direct RDMA Enabled for GPU 901d0 / HCA 3 (distance 3 <= 4), read 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO GPU Direct RDMA Enabled for GPU a01c0 / HCA 3 (distance 3 <= 4), read 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO GPU Direct RDMA Enabled for GPU a01d0 / HCA 3 (distance 3 <= 4), read 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Setting affinity for GPU 0 to 1f0000,0000001f | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Channel 00/24 : 0 1 2 3 4 5 6 7 | |
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| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Channel 02/24 : 0 1 2 3 4 5 6 7 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Channel 03/24 : 0 1 2 3 4 5 6 7 | |
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| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Trees [0] 1/-1/-1->0->-1 [1] 1/-1/-1->0->-1 [2] 1/-1/-1->0->-1 [3] 1/-1/-1->0->-1 [4] 1/-1/-1->0->-1 [5] 1/-1/-1->0->-1 [6] 1/-1/-1->0->-1 [7] 1/-1/-1->0->-1 [8] 1/-1/-1->0->-1 [9] 1/-1/-1->0->-1 [10] 1/-1/-1->0->-1 [11] 1/-1/-1->0->-1 [12] 1/-1/-1->0->-1 [13] 1/-1/-1->0->-1 [14] 1/-1/-1->0->-1 [15] 1/-1/-1->0->-1 [16] 1/-1/-1->0->-1 [17] 1/-1/-1->0->-1 [18] 1/-1/-1->0->-1 [19] 1/-1/-1->0->-1 [20] 1/-1/-1->0->-1 [21] 1/-1/-1->0->-1 [22] 1/-1/-1->0->-1 [23] 1/-1/-1->0->-1 | |
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| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Connection to proxy localRank 0 -> connection 0x7f3c94002e70 | |
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| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Connection to proxy localRank 0 -> connection 0x7f3c94002eb0 | |
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| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Connection to proxy localRank 0 -> connection 0x7f3c94002ef0 | |
| a100-st-p4d24xlarge-54:24359:25663 [0] NCCL INFO New proxy recv connection 6 from local rank 0, transport 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Connection to proxy localRank 0 -> connection 0x7f3c94002f30 | |
| a100-st-p4d24xlarge-54:24359:25663 [0] NCCL INFO New proxy recv connection 7 from local rank 0, transport 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Connection to proxy localRank 0 -> connection 0x7f3c94002f70 | |
| a100-st-p4d24xlarge-54:24359:25663 [0] NCCL INFO New proxy recv connection 8 from local rank 0, transport 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Connection to proxy localRank 0 -> connection 0x7f3c94002fb0 | |
| a100-st-p4d24xlarge-54:24359:25663 [0] NCCL INFO New proxy recv connection 9 from local rank 0, transport 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Connection to proxy localRank 0 -> connection 0x7f3c94002ff0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Connection to proxy localRank 0 -> connection 0x7f3c94003030 | |
| a100-st-p4d24xlarge-54:24359:25663 [0] NCCL INFO New proxy recv connection 10 from local rank 0, transport 0 | |
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| a100-st-p4d24xlarge-54:24359:25663 [0] NCCL INFO New proxy recv connection 11 from local rank 0, transport 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Connection to proxy localRank 0 -> connection 0x7f3c940030b0 | |
| a100-st-p4d24xlarge-54:24359:25663 [0] NCCL INFO New proxy recv connection 12 from local rank 0, transport 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Connection to proxy localRank 0 -> connection 0x7f3c940030f0 | |
| a100-st-p4d24xlarge-54:24359:25663 [0] NCCL INFO New proxy recv connection 13 from local rank 0, transport 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Connection to proxy localRank 0 -> connection 0x7f3c94003130 | |
| a100-st-p4d24xlarge-54:24359:25663 [0] NCCL INFO New proxy recv connection 14 from local rank 0, transport 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Connection to proxy localRank 0 -> connection 0x7f3c94003170 | |
| a100-st-p4d24xlarge-54:24359:25663 [0] NCCL INFO New proxy recv connection 15 from local rank 0, transport 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Connection to proxy localRank 0 -> connection 0x7f3c940031b0 | |
| a100-st-p4d24xlarge-54:24359:25663 [0] NCCL INFO New proxy recv connection 16 from local rank 0, transport 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Connection to proxy localRank 0 -> connection 0x7f3c940031f0 | |
| a100-st-p4d24xlarge-54:24359:25663 [0] NCCL INFO New proxy recv connection 17 from local rank 0, transport 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Connection to proxy localRank 0 -> connection 0x7f3c94003230 | |
| a100-st-p4d24xlarge-54:24359:25663 [0] NCCL INFO New proxy recv connection 18 from local rank 0, transport 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Connection to proxy localRank 0 -> connection 0x7f3c94003270 | |
| a100-st-p4d24xlarge-54:24359:25663 [0] NCCL INFO New proxy recv connection 19 from local rank 0, transport 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Connection to proxy localRank 0 -> connection 0x7f3c940032b0 | |
| a100-st-p4d24xlarge-54:24359:25663 [0] NCCL INFO New proxy recv connection 20 from local rank 0, transport 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Connection to proxy localRank 0 -> connection 0x7f3c940032f0 | |
| a100-st-p4d24xlarge-54:24359:25663 [0] NCCL INFO New proxy recv connection 21 from local rank 0, transport 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Connection to proxy localRank 0 -> connection 0x7f3c94003330 | |
| a100-st-p4d24xlarge-54:24359:25663 [0] NCCL INFO New proxy recv connection 22 from local rank 0, transport 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Connection to proxy localRank 0 -> connection 0x7f3c94003370 | |
| a100-st-p4d24xlarge-54:24359:25663 [0] NCCL INFO New proxy recv connection 23 from local rank 0, transport 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Channel 00/0 : 0[101c0] -> 1[101d0] via P2P/IPC/read | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Connection to proxy localRank 0 -> connection 0x7f3c940033b0 | |
| a100-st-p4d24xlarge-54:24359:25663 [0] NCCL INFO New proxy send connection 24 from local rank 0, transport 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Channel 01/0 : 0[101c0] -> 1[101d0] via P2P/IPC/read | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Connection to proxy localRank 0 -> connection 0x7f3c940033f0 | |
| a100-st-p4d24xlarge-54:24359:25663 [0] NCCL INFO New proxy send connection 25 from local rank 0, transport 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Channel 02/0 : 0[101c0] -> 1[101d0] via P2P/IPC/read | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Connection to proxy localRank 0 -> connection 0x7f3c94003430 | |
| a100-st-p4d24xlarge-54:24359:25663 [0] NCCL INFO New proxy send connection 26 from local rank 0, transport 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Channel 03/0 : 0[101c0] -> 1[101d0] via P2P/IPC/read | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Connection to proxy localRank 0 -> connection 0x7f3c94003470 | |
| a100-st-p4d24xlarge-54:24359:25663 [0] NCCL INFO New proxy send connection 27 from local rank 0, transport 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Channel 04/0 : 0[101c0] -> 1[101d0] via P2P/IPC/read | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Connection to proxy localRank 0 -> connection 0x7f3c940034b0 | |
| a100-st-p4d24xlarge-54:24359:25663 [0] NCCL INFO New proxy send connection 28 from local rank 0, transport 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Channel 05/0 : 0[101c0] -> 1[101d0] via P2P/IPC/read | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Connection to proxy localRank 0 -> connection 0x7f3c940034f0 | |
| a100-st-p4d24xlarge-54:24359:25663 [0] NCCL INFO New proxy send connection 29 from local rank 0, transport 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Channel 06/0 : 0[101c0] -> 1[101d0] via P2P/IPC/read | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Connection to proxy localRank 0 -> connection 0x7f3c94003530 | |
| a100-st-p4d24xlarge-54:24359:25663 [0] NCCL INFO New proxy send connection 30 from local rank 0, transport 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Channel 07/0 : 0[101c0] -> 1[101d0] via P2P/IPC/read | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Connection to proxy localRank 0 -> connection 0x7f3c94003570 | |
| a100-st-p4d24xlarge-54:24359:25663 [0] NCCL INFO New proxy send connection 31 from local rank 0, transport 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Channel 08/0 : 0[101c0] -> 1[101d0] via P2P/IPC/read | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Connection to proxy localRank 0 -> connection 0x7f3c940035b0 | |
| a100-st-p4d24xlarge-54:24359:25663 [0] NCCL INFO New proxy send connection 32 from local rank 0, transport 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Channel 09/0 : 0[101c0] -> 1[101d0] via P2P/IPC/read | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Connection to proxy localRank 0 -> connection 0x7f3c940035f0 | |
| a100-st-p4d24xlarge-54:24359:25663 [0] NCCL INFO New proxy send connection 33 from local rank 0, transport 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Channel 10/0 : 0[101c0] -> 1[101d0] via P2P/IPC/read | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Connection to proxy localRank 0 -> connection 0x7f3c94003630 | |
| a100-st-p4d24xlarge-54:24359:25663 [0] NCCL INFO New proxy send connection 34 from local rank 0, transport 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Channel 11/0 : 0[101c0] -> 1[101d0] via P2P/IPC/read | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Connection to proxy localRank 0 -> connection 0x7f3c94003670 | |
| a100-st-p4d24xlarge-54:24359:25663 [0] NCCL INFO New proxy send connection 35 from local rank 0, transport 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Channel 12/0 : 0[101c0] -> 1[101d0] via P2P/IPC/read | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Connection to proxy localRank 0 -> connection 0x7f3c940036b0 | |
| a100-st-p4d24xlarge-54:24359:25663 [0] NCCL INFO New proxy send connection 36 from local rank 0, transport 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Channel 13/0 : 0[101c0] -> 1[101d0] via P2P/IPC/read | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Connection to proxy localRank 0 -> connection 0x7f3c940036f0 | |
| a100-st-p4d24xlarge-54:24359:25663 [0] NCCL INFO New proxy send connection 37 from local rank 0, transport 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Channel 14/0 : 0[101c0] -> 1[101d0] via P2P/IPC/read | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Connection to proxy localRank 0 -> connection 0x7f3c94003730 | |
| a100-st-p4d24xlarge-54:24359:25663 [0] NCCL INFO New proxy send connection 38 from local rank 0, transport 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Channel 15/0 : 0[101c0] -> 1[101d0] via P2P/IPC/read | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Connection to proxy localRank 0 -> connection 0x7f3c94003770 | |
| a100-st-p4d24xlarge-54:24359:25663 [0] NCCL INFO New proxy send connection 39 from local rank 0, transport 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Channel 16/0 : 0[101c0] -> 1[101d0] via P2P/IPC/read | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Connection to proxy localRank 0 -> connection 0x7f3c940037b0 | |
| a100-st-p4d24xlarge-54:24359:25663 [0] NCCL INFO New proxy send connection 40 from local rank 0, transport 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Channel 17/0 : 0[101c0] -> 1[101d0] via P2P/IPC/read | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Connection to proxy localRank 0 -> connection 0x7f3c940037f0 | |
| a100-st-p4d24xlarge-54:24359:25663 [0] NCCL INFO New proxy send connection 41 from local rank 0, transport 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Channel 18/0 : 0[101c0] -> 1[101d0] via P2P/IPC/read | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Connection to proxy localRank 0 -> connection 0x7f3c94003830 | |
| a100-st-p4d24xlarge-54:24359:25663 [0] NCCL INFO New proxy send connection 42 from local rank 0, transport 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Channel 19/0 : 0[101c0] -> 1[101d0] via P2P/IPC/read | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Connection to proxy localRank 0 -> connection 0x7f3c94003870 | |
| a100-st-p4d24xlarge-54:24359:25663 [0] NCCL INFO New proxy send connection 43 from local rank 0, transport 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Channel 20/0 : 0[101c0] -> 1[101d0] via P2P/IPC/read | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Connection to proxy localRank 0 -> connection 0x7f3c940038b0 | |
| a100-st-p4d24xlarge-54:24359:25663 [0] NCCL INFO New proxy send connection 44 from local rank 0, transport 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Channel 21/0 : 0[101c0] -> 1[101d0] via P2P/IPC/read | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Connection to proxy localRank 0 -> connection 0x7f3c940038f0 | |
| a100-st-p4d24xlarge-54:24359:25663 [0] NCCL INFO New proxy send connection 45 from local rank 0, transport 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Channel 22/0 : 0[101c0] -> 1[101d0] via P2P/IPC/read | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Connection to proxy localRank 0 -> connection 0x7f3c94003930 | |
| a100-st-p4d24xlarge-54:24359:25663 [0] NCCL INFO New proxy send connection 46 from local rank 0, transport 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Channel 23/0 : 0[101c0] -> 1[101d0] via P2P/IPC/read | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Connection to proxy localRank 0 -> connection 0x7f3c94003970 | |
| a100-st-p4d24xlarge-54:24359:25663 [0] NCCL INFO New proxy send connection 47 from local rank 0, transport 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Connected all rings | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Connection to proxy localRank 0 -> connection 0x7f3c940039b0 | |
| a100-st-p4d24xlarge-54:24359:25663 [0] NCCL INFO New proxy recv connection 48 from local rank 0, transport 0 | |
| a100-st-p4d24xlarge-54:24359:25663 [0] NCCL INFO New proxy recv connection 49 from local rank 0, transport 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Connection to proxy localRank 0 -> connection 0x7f3c940039f0 | |
| a100-st-p4d24xlarge-54:24359:25663 [0] NCCL INFO New proxy recv connection 50 from local rank 0, transport 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Connection to proxy localRank 0 -> connection 0x7f3c94003a30 | |
| a100-st-p4d24xlarge-54:24359:25663 [0] NCCL INFO New proxy recv connection 51 from local rank 0, transport 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Connection to proxy localRank 0 -> connection 0x7f3c94003a70 | |
| a100-st-p4d24xlarge-54:24359:25663 [0] NCCL INFO New proxy recv connection 52 from local rank 0, transport 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Connection to proxy localRank 0 -> connection 0x7f3c94003ab0 | |
| a100-st-p4d24xlarge-54:24359:25663 [0] NCCL INFO New proxy recv connection 53 from local rank 0, transport 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Connection to proxy localRank 0 -> connection 0x7f3c94003af0 | |
| a100-st-p4d24xlarge-54:24359:25663 [0] NCCL INFO New proxy recv connection 54 from local rank 0, transport 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Connection to proxy localRank 0 -> connection 0x7f3c94003b30 | |
| a100-st-p4d24xlarge-54:24359:25663 [0] NCCL INFO New proxy recv connection 55 from local rank 0, transport 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Connection to proxy localRank 0 -> connection 0x7f3c94003b70 | |
| a100-st-p4d24xlarge-54:24359:25663 [0] NCCL INFO New proxy recv connection 56 from local rank 0, transport 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Connection to proxy localRank 0 -> connection 0x7f3c94003bb0 | |
| a100-st-p4d24xlarge-54:24359:25663 [0] NCCL INFO New proxy recv connection 57 from local rank 0, transport 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Connection to proxy localRank 0 -> connection 0x7f3c94003bf0 | |
| a100-st-p4d24xlarge-54:24359:25663 [0] NCCL INFO New proxy recv connection 58 from local rank 0, transport 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Connection to proxy localRank 0 -> connection 0x7f3c94003c30 | |
| a100-st-p4d24xlarge-54:24359:25663 [0] NCCL INFO New proxy recv connection 59 from local rank 0, transport 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Connection to proxy localRank 0 -> connection 0x7f3c94003c70 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Connection to proxy localRank 0 -> connection 0x7f3c94003cb0 | |
| a100-st-p4d24xlarge-54:24359:25663 [0] NCCL INFO New proxy recv connection 60 from local rank 0, transport 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Connection to proxy localRank 0 -> connection 0x7f3c94003cf0 | |
| a100-st-p4d24xlarge-54:24359:25663 [0] NCCL INFO New proxy recv connection 61 from local rank 0, transport 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Connection to proxy localRank 0 -> connection 0x7f3c94003d30 | |
| a100-st-p4d24xlarge-54:24359:25663 [0] NCCL INFO New proxy recv connection 62 from local rank 0, transport 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Connection to proxy localRank 0 -> connection 0x7f3c94003d70 | |
| a100-st-p4d24xlarge-54:24359:25663 [0] NCCL INFO New proxy recv connection 63 from local rank 0, transport 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Connection to proxy localRank 0 -> connection 0x7f3c94003db0 | |
| a100-st-p4d24xlarge-54:24359:25663 [0] NCCL INFO New proxy recv connection 64 from local rank 0, transport 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Connection to proxy localRank 0 -> connection 0x7f3c94003df0 | |
| a100-st-p4d24xlarge-54:24359:25663 [0] NCCL INFO New proxy recv connection 65 from local rank 0, transport 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Connection to proxy localRank 0 -> connection 0x7f3c94003e30 | |
| a100-st-p4d24xlarge-54:24359:25663 [0] NCCL INFO New proxy recv connection 66 from local rank 0, transport 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Connection to proxy localRank 0 -> connection 0x7f3c94003e70 | |
| a100-st-p4d24xlarge-54:24359:25663 [0] NCCL INFO New proxy recv connection 67 from local rank 0, transport 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Connection to proxy localRank 0 -> connection 0x7f3c94003eb0 | |
| a100-st-p4d24xlarge-54:24359:25663 [0] NCCL INFO New proxy recv connection 68 from local rank 0, transport 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Connection to proxy localRank 0 -> connection 0x7f3c94003ef0 | |
| a100-st-p4d24xlarge-54:24359:25663 [0] NCCL INFO New proxy recv connection 69 from local rank 0, transport 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Connection to proxy localRank 0 -> connection 0x7f3c94003f30 | |
| a100-st-p4d24xlarge-54:24359:25663 [0] NCCL INFO New proxy recv connection 70 from local rank 0, transport 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Connection to proxy localRank 0 -> connection 0x7f3c94003f70 | |
| a100-st-p4d24xlarge-54:24359:25663 [0] NCCL INFO New proxy recv connection 71 from local rank 0, transport 0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Connected all trees | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO threadThresholds 8/8/64 | 64/8/64 | 512 | 512 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO 24 coll channels, 32 p2p channels, 32 p2p channels per peer | |
| a100-st-p4d24xlarge-54:24359:25663 [0] NCCL INFO New proxy send connection 72 from local rank 0, transport 2 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO Connection to proxy localRank 0 -> connection 0x7f3c94003fb0 | |
| a100-st-p4d24xlarge-54:24359:25621 [0] NCCL INFO comm 0x558e54cc7ad0 rank 0 nranks 8 cudaDev 0 busId 101c0 - Init COMPLETE | |
| inside CATCH_ERRORS, optimize ddp? True | |
| torchdynamo.eval_frame: [DEBUG] skipping __init__ /data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/contextlib.py | |
| inside CATCH_ERRORS, optimize ddp? True | |
| torchdynamo.eval_frame: [DEBUG] skipping __enter__ /data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/contextlib.py | |
| inside CATCH_ERRORS, optimize ddp? True | |
| .. inside ddp_module? False frame co_name? train | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_GLOBAL zip [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [BuiltinVariable(zip)] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR real_input [BuiltinVariable(zip), UserDefinedObjectVariable(Model)] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [BuiltinVariable(zip), ListVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR real_output [BuiltinVariable(zip), ListVariable(), UserDefinedObjectVariable(Model)] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 2 [BuiltinVariable(zip), ListVariable(), ListVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE GET_ITER None [TupleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE FOR_ITER 104 [ListIteratorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE UNPACK_SEQUENCE 2 [ListIteratorVariable(), TupleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST data [ListIteratorVariable(), TensorVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST target [ListIteratorVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [ListIteratorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR dynamo [ListIteratorVariable(), UserDefinedObjectVariable(Model)] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE POP_JUMP_IF_TRUE 76 [ListIteratorVariable(), ConstantVariable(bool)] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [ListIteratorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR model [ListIteratorVariable(), UserDefinedObjectVariable(Model)] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST data [ListIteratorVariable(), UnspecializedNNModuleVariable(DistributedDataParallel)] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [ListIteratorVariable(), UnspecializedNNModuleVariable(DistributedDataParallel), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] INLINING <code object forward at 0x7f3f12196920, file "/data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/torch/nn/parallel/distributed.py", line 1005> | |
| 1007 0 LOAD_GLOBAL 0 (nullcontext) | |
| 2 CALL_FUNCTION 0 | |
| 4 EXTENDED_ARG 1 | |
| 6 SETUP_WITH 270 (to 278) | |
| 8 POP_TOP | |
| 1008 10 LOAD_GLOBAL 1 (torch) | |
| 12 LOAD_METHOD 2 (is_grad_enabled) | |
| 14 CALL_METHOD 0 | |
| 16 POP_JUMP_IF_FALSE 58 | |
| 18 LOAD_FAST 0 (self) | |
| 20 LOAD_ATTR 3 (require_backward_grad_sync) | |
| 22 POP_JUMP_IF_FALSE 58 | |
| 1009 24 LOAD_FAST 0 (self) | |
| 26 LOAD_ATTR 4 (logger) | |
| 28 LOAD_METHOD 5 (set_runtime_stats_and_log) | |
| 30 CALL_METHOD 0 | |
| 32 POP_TOP | |
| 1010 34 LOAD_FAST 0 (self) | |
| 36 DUP_TOP | |
| 38 LOAD_ATTR 6 (num_iterations) | |
| 40 LOAD_CONST 1 (1) | |
| 42 INPLACE_ADD | |
| 44 ROT_TWO | |
| 46 STORE_ATTR 6 (num_iterations) | |
| 1011 48 LOAD_FAST 0 (self) | |
| 50 LOAD_ATTR 7 (reducer) | |
| 52 LOAD_METHOD 8 (prepare_for_forward) | |
| 54 CALL_METHOD 0 | |
| 56 POP_TOP | |
| 1015 >> 58 LOAD_GLOBAL 9 (Join) | |
| 60 LOAD_METHOD 10 (notify_join_context) | |
| 62 LOAD_FAST 0 (self) | |
| 64 CALL_METHOD 1 | |
| 66 STORE_FAST 3 (work) | |
| 1016 68 LOAD_FAST 3 (work) | |
| 70 POP_JUMP_IF_FALSE 88 | |
| 1017 72 LOAD_FAST 0 (self) | |
| 74 LOAD_ATTR 7 (reducer) | |
| 76 LOAD_METHOD 11 (_set_forward_pass_work_handle) | |
| 1018 78 LOAD_FAST 3 (work) | |
| 80 LOAD_FAST 0 (self) | |
| 82 LOAD_ATTR 12 (_divide_by_initial_world_size) | |
| 1017 84 CALL_METHOD 2 | |
| 86 POP_TOP | |
| 1027 >> 88 LOAD_GLOBAL 1 (torch) | |
| 90 LOAD_METHOD 2 (is_grad_enabled) | |
| 92 CALL_METHOD 0 | |
| 94 POP_JUMP_IF_FALSE 122 | |
| 96 LOAD_FAST 0 (self) | |
| 98 LOAD_ATTR 7 (reducer) | |
| 100 LOAD_METHOD 13 (_rebuild_buckets) | |
| 102 CALL_METHOD 0 | |
| 104 POP_JUMP_IF_FALSE 122 | |
| 1028 106 LOAD_GLOBAL 4 (logger) | |
| 108 LOAD_METHOD 14 (info) | |
| 110 LOAD_CONST 2 ('Reducer buckets have been rebuilt in this iteration.') | |
| 112 CALL_METHOD 1 | |
| 114 POP_TOP | |
| 1029 116 LOAD_CONST 3 (True) | |
| 118 LOAD_FAST 0 (self) | |
| 120 STORE_ATTR 15 (_has_rebuilt_buckets) | |
| 1033 >> 122 LOAD_GLOBAL 16 (hasattr) | |
| 124 LOAD_FAST 0 (self) | |
| 126 LOAD_CONST 4 ('buffer_hook') | |
| 128 CALL_FUNCTION 2 | |
| 130 STORE_FAST 4 (buffer_hook_registered) | |
| 1034 132 LOAD_FAST 0 (self) | |
| 134 LOAD_METHOD 17 (_check_sync_bufs_pre_fwd) | |
| 136 CALL_METHOD 0 | |
| 138 POP_JUMP_IF_FALSE 148 | |
| 1035 140 LOAD_FAST 0 (self) | |
| 142 LOAD_METHOD 18 (_sync_buffers) | |
| 144 CALL_METHOD 0 | |
| 146 POP_TOP | |
| 1037 >> 148 LOAD_FAST 0 (self) | |
| 150 LOAD_ATTR 19 (_join_config) | |
| 152 LOAD_ATTR 20 (enable) | |
| 154 POP_JUMP_IF_FALSE 168 | |
| 1039 156 LOAD_FAST 0 (self) | |
| 158 LOAD_ATTR 21 (_check_global_requires_backward_grad_sync) | |
| 160 LOAD_CONST 5 (False) | |
| 162 LOAD_CONST 6 (('is_joined_rank',)) | |
| 164 CALL_FUNCTION_KW 1 | |
| 166 POP_TOP | |
| 1041 >> 168 LOAD_FAST 0 (self) | |
| 170 LOAD_ATTR 22 (_run_ddp_forward) | |
| 172 LOAD_FAST 1 (inputs) | |
| 174 LOAD_FAST 2 (kwargs) | |
| 176 CALL_FUNCTION_EX 1 | |
| 178 STORE_FAST 5 (output) | |
| 1045 180 LOAD_FAST 0 (self) | |
| 182 LOAD_METHOD 23 (_check_sync_bufs_post_fwd) | |
| 184 CALL_METHOD 0 | |
| 186 POP_JUMP_IF_FALSE 196 | |
| 1046 188 LOAD_FAST 0 (self) | |
| 190 LOAD_METHOD 18 (_sync_buffers) | |
| 192 CALL_METHOD 0 | |
| 194 POP_TOP | |
| 1048 >> 196 LOAD_GLOBAL 1 (torch) | |
| 198 LOAD_METHOD 2 (is_grad_enabled) | |
| 200 CALL_METHOD 0 | |
| 202 EXTENDED_ARG 1 | |
| 204 POP_JUMP_IF_FALSE 268 | |
| 206 LOAD_FAST 0 (self) | |
| 208 LOAD_ATTR 3 (require_backward_grad_sync) | |
| 210 EXTENDED_ARG 1 | |
| 212 POP_JUMP_IF_FALSE 268 | |
| 1049 214 LOAD_CONST 3 (True) | |
| 216 LOAD_FAST 0 (self) | |
| 218 STORE_ATTR 24 (require_forward_param_sync) | |
| 1055 220 LOAD_FAST 0 (self) | |
| 222 LOAD_ATTR 25 (find_unused_parameters) | |
| 224 POP_JUMP_IF_FALSE 254 | |
| 226 LOAD_FAST 0 (self) | |
| 228 LOAD_ATTR 26 (static_graph) | |
| 230 POP_JUMP_IF_TRUE 254 | |
| 1057 232 LOAD_FAST 0 (self) | |
| 234 LOAD_ATTR 7 (reducer) | |
| 236 LOAD_METHOD 27 (prepare_for_backward) | |
| 238 LOAD_GLOBAL 28 (list) | |
| 240 LOAD_GLOBAL 29 (_find_tensors) | |
| 242 LOAD_FAST 5 (output) | |
| 244 CALL_FUNCTION 1 | |
| 246 CALL_FUNCTION 1 | |
| 248 CALL_METHOD 1 | |
| 250 POP_TOP | |
| 252 JUMP_FORWARD 12 (to 266) | |
| 1059 >> 254 LOAD_FAST 0 (self) | |
| 256 LOAD_ATTR 7 (reducer) | |
| 258 LOAD_METHOD 27 (prepare_for_backward) | |
| 260 BUILD_LIST 0 | |
| 262 CALL_METHOD 1 | |
| 264 POP_TOP | |
| >> 266 JUMP_FORWARD 6 (to 274) | |
| 1061 >> 268 LOAD_CONST 5 (False) | |
| 270 LOAD_FAST 0 (self) | |
| 272 STORE_ATTR 24 (require_forward_param_sync) | |
| >> 274 POP_BLOCK | |
| 276 BEGIN_FINALLY | |
| >> 278 WITH_CLEANUP_START | |
| 280 WITH_CLEANUP_FINISH | |
| 282 END_FINALLY | |
| 1065 284 LOAD_FAST 0 (self) | |
| 286 LOAD_ATTR 25 (find_unused_parameters) | |
| 288 EXTENDED_ARG 1 | |
| 290 POP_JUMP_IF_FALSE 300 | |
| 292 LOAD_FAST 0 (self) | |
| 294 LOAD_ATTR 26 (static_graph) | |
| 296 EXTENDED_ARG 1 | |
| 298 POP_JUMP_IF_FALSE 320 | |
| 1066 >> 300 LOAD_FAST 0 (self) | |
| 302 LOAD_ATTR 26 (static_graph) | |
| 1065 304 EXTENDED_ARG 1 | |
| 306 POP_JUMP_IF_FALSE 500 | |
| 1066 308 LOAD_FAST 0 (self) | |
| 310 LOAD_ATTR 6 (num_iterations) | |
| 312 LOAD_CONST 1 (1) | |
| 314 COMPARE_OP 2 (==) | |
| 1065 316 EXTENDED_ARG 1 | |
| 318 POP_JUMP_IF_FALSE 500 | |
| 1069 >> 320 LOAD_FAST 0 (self) | |
| 322 LOAD_ATTR 26 (static_graph) | |
| 1070 324 LOAD_FAST 0 (self) | |
| 326 LOAD_ATTR 6 (num_iterations) | |
| 1068 328 LOAD_CONST 7 (('static_graph', 'num_iterations')) | |
| 330 BUILD_CONST_KEY_MAP 2 | |
| 332 STORE_FAST 6 (state_dict) | |
| 1073 334 LOAD_GLOBAL 30 (_tree_flatten_with_rref) | |
| 1074 336 LOAD_FAST 5 (output) | |
| 1073 338 CALL_FUNCTION 1 | |
| 340 UNPACK_SEQUENCE 3 | |
| 342 STORE_FAST 7 (output_tensor_list) | |
| 344 STORE_FAST 8 (treespec) | |
| 346 STORE_FAST 9 (output_is_rref) | |
| 1076 348 LOAD_CONST 8 (<code object <listcomp> at 0x7f3f12196870, file "/data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/torch/nn/parallel/distributed.py", line 1076>) | |
| 350 LOAD_CONST 9 ('DistributedDataParallel.forward.<locals>.<listcomp>') | |
| 352 MAKE_FUNCTION 0 | |
| 354 LOAD_GLOBAL 31 (range) | |
| 356 LOAD_GLOBAL 32 (len) | |
| 358 LOAD_FAST 7 (output_tensor_list) | |
| 360 CALL_FUNCTION 1 | |
| 362 CALL_FUNCTION 1 | |
| 364 GET_ITER | |
| 366 CALL_FUNCTION 1 | |
| 368 STORE_FAST 10 (output_placeholders) | |
| 1079 370 LOAD_GLOBAL 33 (enumerate) | |
| 372 LOAD_FAST 7 (output_tensor_list) | |
| 374 CALL_FUNCTION 1 | |
| 376 GET_ITER | |
| >> 378 FOR_ITER 42 (to 422) | |
| 380 UNPACK_SEQUENCE 2 | |
| 382 STORE_FAST 11 (i) | |
| 384 STORE_FAST 5 (output) | |
| 1080 386 LOAD_GLOBAL 1 (torch) | |
| 388 LOAD_METHOD 34 (is_tensor) | |
| 390 LOAD_FAST 5 (output) | |
| 392 CALL_METHOD 1 | |
| 394 EXTENDED_ARG 1 | |
| 396 POP_JUMP_IF_FALSE 378 | |
| 398 LOAD_FAST 5 (output) | |
| 400 LOAD_ATTR 35 (grad_fn) | |
| 402 LOAD_CONST 0 (None) | |
| 404 COMPARE_OP 8 (is) | |
| 406 EXTENDED_ARG 1 | |
| 408 POP_JUMP_IF_FALSE 378 | |
| 1081 410 LOAD_FAST 5 (output) | |
| 412 LOAD_FAST 10 (output_placeholders) | |
| 414 LOAD_FAST 11 (i) | |
| 416 STORE_SUBSCR | |
| 418 EXTENDED_ARG 1 | |
| 420 JUMP_ABSOLUTE 378 | |
| 1088 >> 422 LOAD_GLOBAL 36 (_DDPSink) | |
| 424 LOAD_ATTR 37 (apply) | |
| 1089 426 LOAD_FAST 0 (self) | |
| 428 LOAD_ATTR 7 (reducer) | |
| 1090 430 LOAD_FAST 6 (state_dict) | |
| 1088 432 BUILD_TUPLE 2 | |
| 1091 434 LOAD_FAST 7 (output_tensor_list) | |
| 1088 436 BUILD_TUPLE_UNPACK_WITH_CALL 2 | |
| 438 CALL_FUNCTION_EX 0 | |
| 440 STORE_FAST 12 (passthrough_tensor_list) | |
| 1093 442 LOAD_GLOBAL 31 (range) | |
| 444 LOAD_GLOBAL 32 (len) | |
| 446 LOAD_FAST 10 (output_placeholders) | |
| 448 CALL_FUNCTION 1 | |
| 450 CALL_FUNCTION 1 | |
| 452 GET_ITER | |
| >> 454 FOR_ITER 32 (to 488) | |
| 456 STORE_FAST 11 (i) | |
| 1094 458 LOAD_FAST 10 (output_placeholders) | |
| 460 LOAD_FAST 11 (i) | |
| 462 BINARY_SUBSCR | |
| 464 LOAD_CONST 0 (None) | |
| 466 COMPARE_OP 8 (is) | |
| 468 EXTENDED_ARG 1 | |
| 470 POP_JUMP_IF_FALSE 454 | |
| 1095 472 LOAD_FAST 12 (passthrough_tensor_list) | |
| 474 LOAD_FAST 11 (i) | |
| 476 BINARY_SUBSCR | |
| 478 LOAD_FAST 10 (output_placeholders) | |
| 480 LOAD_FAST 11 (i) | |
| 482 STORE_SUBSCR | |
| 484 EXTENDED_ARG 1 | |
| 486 JUMP_ABSOLUTE 454 | |
| 1098 >> 488 LOAD_GLOBAL 38 (_tree_unflatten_with_rref) | |
| 1099 490 LOAD_FAST 10 (output_placeholders) | |
| 492 LOAD_FAST 8 (treespec) | |
| 494 LOAD_FAST 9 (output_is_rref) | |
| 1098 496 CALL_FUNCTION 3 | |
| 498 STORE_FAST 5 (output) | |
| 1101 >> 500 LOAD_FAST 5 (output) | |
| 502 RETURN_VALUE | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_GLOBAL nullcontext [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 0 [UserDefinedClassVariable()] | |
| torchdynamo.symbolic_convert: [WARNING] Graph break: inline in skipfiles: __init__ /data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/contextlib.py from user code at File "/fsx/users/dberard/scratch-local/bench-fast/benchmark/torchbenchmark/util/framework/vision/model_factory.py", line 74, in train | |
| pred = self.model(data) | |
| File "/data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/torch/nn/parallel/distributed.py", line 1007, in forward | |
| with nullcontext(): | |
| torchdynamo.convert_frame: [INFO] ORIGINAL BYTECODE train /fsx/users/dberard/scratch-local/bench-fast/benchmark/torchbenchmark/util/framework/vision/model_factory.py line 66 | |
| 68 0 LOAD_GLOBAL 0 (zip) | |
| 2 LOAD_FAST 0 (self) | |
| 4 LOAD_ATTR 1 (real_input) | |
| 6 LOAD_FAST 0 (self) | |
| 8 LOAD_ATTR 2 (real_output) | |
| 10 CALL_FUNCTION 2 | |
| 12 GET_ITER | |
| >> 14 FOR_ITER 88 (to 104) | |
| 16 UNPACK_SEQUENCE 2 | |
| 18 STORE_FAST 1 (data) | |
| 20 STORE_FAST 2 (target) | |
| 69 22 LOAD_FAST 0 (self) | |
| 24 LOAD_ATTR 3 (dynamo) | |
| 26 POP_JUMP_IF_TRUE 76 | |
| 28 LOAD_FAST 0 (self) | |
| 30 LOAD_ATTR 4 (opt_args) | |
| 32 LOAD_ATTR 5 (cudagraph) | |
| 34 POP_JUMP_IF_FALSE 76 | |
| 70 36 LOAD_FAST 0 (self) | |
| 38 LOAD_ATTR 6 (example_inputs) | |
| 40 LOAD_CONST 1 (0) | |
| 42 BINARY_SUBSCR | |
| 44 LOAD_METHOD 7 (copy_) | |
| 46 LOAD_FAST 1 (data) | |
| 48 CALL_METHOD 1 | |
| 50 POP_TOP | |
| 71 52 LOAD_FAST 0 (self) | |
| 54 LOAD_ATTR 8 (example_outputs) | |
| 56 LOAD_METHOD 7 (copy_) | |
| 58 LOAD_FAST 2 (target) | |
| 60 CALL_METHOD 1 | |
| 62 POP_TOP | |
| 72 64 LOAD_FAST 0 (self) | |
| 66 LOAD_ATTR 9 (g) | |
| 68 LOAD_METHOD 10 (replay) | |
| 70 CALL_METHOD 0 | |
| 72 POP_TOP | |
| 74 JUMP_ABSOLUTE 14 | |
| 74 >> 76 LOAD_FAST 0 (self) | |
| 78 LOAD_METHOD 11 (model) | |
| 80 LOAD_FAST 1 (data) | |
| 82 CALL_METHOD 1 | |
| 84 STORE_FAST 3 (pred) | |
| 75 86 LOAD_FAST 0 (self) | |
| 88 LOAD_METHOD 12 (loss_fn) | |
| 90 LOAD_FAST 3 (pred) | |
| 92 LOAD_FAST 2 (target) | |
| 94 CALL_METHOD 2 | |
| 96 LOAD_METHOD 13 (backward) | |
| 98 CALL_METHOD 0 | |
| 100 POP_TOP | |
| 102 JUMP_ABSOLUTE 14 | |
| >> 104 LOAD_CONST 0 (None) | |
| 106 RETURN_VALUE | |
| torchdynamo.convert_frame: [INFO] MODIFIED BYTECODE train /fsx/users/dberard/scratch-local/bench-fast/benchmark/torchbenchmark/util/framework/vision/model_factory.py line 66 | |
| 66 0 BUILD_TUPLE 0 | |
| 2 GET_ITER | |
| 4 LOAD_FAST 0 (self) | |
| 6 LOAD_ATTR 11 (model) | |
| 8 LOAD_FAST 0 (self) | |
| 10 LOAD_ATTR 1 (real_input) | |
| 12 LOAD_CONST 1 (0) | |
| 14 BINARY_SUBSCR | |
| 16 DUP_TOP | |
| 18 LOAD_FAST 0 (self) | |
| 20 LOAD_ATTR 2 (real_output) | |
| 22 LOAD_CONST 1 (0) | |
| 24 BINARY_SUBSCR | |
| 26 STORE_FAST 2 (target) | |
| 28 STORE_FAST 1 (data) | |
| 30 CALL_FUNCTION 1 | |
| 32 LOAD_GLOBAL 15 (__resume_at_84_0) | |
| 34 ROT_THREE | |
| 36 LOAD_FAST 0 (self) | |
| 38 LOAD_FAST 1 (data) | |
| 40 LOAD_FAST 2 (target) | |
| 42 CALL_FUNCTION 5 | |
| 44 RETURN_VALUE | |
| torchdynamo.convert_frame: [INFO] GUARDS: | |
| - | |
| local 'self' TYPE_MATCH | |
| { | |
| 'guard_types': ['TYPE_MATCH'], | |
| 'code': ['___check_type_id(self, 94067011381808)'], | |
| 'obj_weakref': <weakref at 0x7f3f0eae20e0; to 'Model' at 0x7f3f0e058df0> | |
| 'guarded_class': <weakref at 0x7f40915dc5e0; to 'PostInitProcessor' at 0x558daecc6a30 (Model)> | |
| } | |
| - | |
| local 'self.model' TYPE_MATCH | |
| { | |
| 'guard_types': ['TYPE_MATCH'], | |
| 'code': ['___check_type_id(self.model, 94066988944016)'], | |
| 'obj_weakref': <weakref at 0x7f40a2587d60; to 'DistributedDataParallel' at 0x7f3f03426e20> | |
| 'guarded_class': <weakref at 0x7f3f121ae950; to 'ABCMeta' at 0x558dad760a90 (DistributedDataParallel)> | |
| } | |
| - | |
| local 'self.dynamo' CONSTANT_MATCH | |
| { | |
| 'guard_types': ['ID_MATCH'], | |
| 'code': ['___check_obj_id(self.dynamo, 94066893912352)'], | |
| 'obj_weakref': None | |
| 'guarded_class': <weakref at 0x7f40ac484360; to 'type' at 0x558da7cbf760 (bool)> | |
| } | |
| - | |
| local 'self.real_input' LIST_LENGTH | |
| { | |
| 'guard_types': ['LIST_LENGTH'], | |
| 'code': ['___check_type_id(self.real_input, 94066894038048)', 'len(self.real_input) == 1'], | |
| 'obj_weakref': None | |
| 'guarded_class': <weakref at 0x7f40ac48cae0; to 'type' at 0x558da7cde420 (list)> | |
| } | |
| - | |
| local 'self.real_output' LIST_LENGTH | |
| { | |
| 'guard_types': ['LIST_LENGTH'], | |
| 'code': ['___check_type_id(self.real_output, 94066894038048)', 'len(self.real_output) == 1'], | |
| 'obj_weakref': None | |
| 'guarded_class': <weakref at 0x7f40ac48cae0; to 'type' at 0x558da7cde420 (list)> | |
| } | |
| - | |
| local 'self.real_input[0]' TENSOR_MATCH | |
| { | |
| 'guard_types': ['TENSOR_MATCH'], | |
| 'code': None, | |
| 'obj_weakref': <weakref at 0x7f40a25edd60; to 'Tensor' at 0x7f3f0e505130> | |
| 'guarded_class': <weakref at 0x7f3f12717590; to 'torch._C._TensorMeta' at 0x558dad2804e0 (Tensor)> | |
| } | |
| - | |
| local 'self.real_output[0]' TENSOR_MATCH | |
| { | |
| 'guard_types': ['TENSOR_MATCH'], | |
| 'code': None, | |
| 'obj_weakref': <weakref at 0x7f40a25752c0; to 'Tensor' at 0x7f3f0e309b80> | |
| 'guarded_class': <weakref at 0x7f3f12717590; to 'torch._C._TensorMeta' at 0x558dad2804e0 (Tensor)> | |
| } | |
| - | |
| global 'zip' BUILTIN_MATCH | |
| { | |
| 'guard_types': None, | |
| 'code': None, | |
| 'obj_weakref': None | |
| 'guarded_class': None | |
| } | |
| inside CATCH_ERRORS, optimize ddp? True | |
| torchdynamo.eval_frame: [DEBUG] skipping _call_impl /data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/torch/nn/modules/module.py | |
| inside CATCH_ERRORS, optimize ddp? True | |
| torchdynamo.eval_frame: [DEBUG] skipping forward /data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/torch/nn/parallel/distributed.py | |
| inside CATCH_ERRORS, optimize ddp? True | |
| torchdynamo.eval_frame: [DEBUG] skipping __setattr__ /data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/torch/nn/modules/module.py | |
| inside CATCH_ERRORS, optimize ddp? True | |
| torchdynamo.eval_frame: [DEBUG] skipping __instancecheck__ /data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/torch/nn/parameter.py | |
| inside CATCH_ERRORS, optimize ddp? True | |
| torchdynamo.eval_frame: [DEBUG] skipping notify_join_context /data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/torch/distributed/algorithms/join.py | |
| inside CATCH_ERRORS, optimize ddp? True | |
| torchdynamo.eval_frame: [DEBUG] skipping __getattr__ /data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/torch/nn/modules/module.py | |
| inside CATCH_ERRORS, optimize ddp? True | |
| torchdynamo.eval_frame: [DEBUG] skipping _check_sync_bufs_pre_fwd /data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/torch/nn/parallel/distributed.py | |
| inside CATCH_ERRORS, optimize ddp? True | |
| torchdynamo.eval_frame: [DEBUG] skipping will_sync_module_buffers /data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/torch/nn/parallel/distributed.py | |
| inside CATCH_ERRORS, optimize ddp? True | |
| torchdynamo.eval_frame: [DEBUG] skipping _run_ddp_forward /data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/torch/nn/parallel/distributed.py | |
| inside CATCH_ERRORS, optimize ddp? True | |
| torchdynamo.eval_frame: [DEBUG] skipping _to_kwargs /data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/torch/distributed/utils.py | |
| inside CATCH_ERRORS, optimize ddp? True | |
| torchdynamo.eval_frame: [DEBUG] skipping _recursive_to /data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/torch/distributed/utils.py | |
| inside CATCH_ERRORS, optimize ddp? True | |
| torchdynamo.eval_frame: [DEBUG] skipping to_map /data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/torch/distributed/utils.py | |
| inside CATCH_ERRORS, optimize ddp? True | |
| torchdynamo.eval_frame: [DEBUG] skipping _is_namedtuple /data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/torch/nn/parallel/scatter_gather.py | |
| inside CATCH_ERRORS, optimize ddp? True | |
| torchdynamo.eval_frame: [DEBUG] skipping <listcomp> /data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/torch/distributed/utils.py | |
| inside CATCH_ERRORS, optimize ddp? True | |
| torchdynamo.eval_frame: [DEBUG] skipping __init__ /data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/contextlib.py | |
| inside CATCH_ERRORS, optimize ddp? True | |
| torchdynamo.eval_frame: [DEBUG] skipping __enter__ /data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/contextlib.py | |
| inside CATCH_ERRORS, optimize ddp? True | |
| torchdynamo.eval_frame: [DEBUG] skipping _inside_ddp_forward /data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/torch/nn/parallel/distributed.py | |
| inside CATCH_ERRORS, optimize ddp? True | |
| .. inside ddp_module? True frame co_name? forward | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR _forward_impl [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST x [UserMethodVariable(<function ResNet._forward_impl at 0x7f3f0fa08940>, NNModuleVariable())] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [UserMethodVariable(<function ResNet._forward_impl at 0x7f3f0fa08940>, NNModuleVariable()), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] INLINING <code object _forward_impl at 0x7f3f0fa663a0, file "/data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/torchvision/models/resnet.py", line 266> | |
| 268 0 LOAD_FAST 0 (self) | |
| 2 LOAD_METHOD 0 (conv1) | |
| 4 LOAD_FAST 1 (x) | |
| 6 CALL_METHOD 1 | |
| 8 STORE_FAST 1 (x) | |
| 269 10 LOAD_FAST 0 (self) | |
| 12 LOAD_METHOD 1 (bn1) | |
| 14 LOAD_FAST 1 (x) | |
| 16 CALL_METHOD 1 | |
| 18 STORE_FAST 1 (x) | |
| 270 20 LOAD_FAST 0 (self) | |
| 22 LOAD_METHOD 2 (relu) | |
| 24 LOAD_FAST 1 (x) | |
| 26 CALL_METHOD 1 | |
| 28 STORE_FAST 1 (x) | |
| 271 30 LOAD_FAST 0 (self) | |
| 32 LOAD_METHOD 3 (maxpool) | |
| 34 LOAD_FAST 1 (x) | |
| 36 CALL_METHOD 1 | |
| 38 STORE_FAST 1 (x) | |
| 273 40 LOAD_FAST 0 (self) | |
| 42 LOAD_METHOD 4 (layer1) | |
| 44 LOAD_FAST 1 (x) | |
| 46 CALL_METHOD 1 | |
| 48 STORE_FAST 1 (x) | |
| 274 50 LOAD_FAST 0 (self) | |
| 52 LOAD_METHOD 5 (layer2) | |
| 54 LOAD_FAST 1 (x) | |
| 56 CALL_METHOD 1 | |
| 58 STORE_FAST 1 (x) | |
| 275 60 LOAD_FAST 0 (self) | |
| 62 LOAD_METHOD 6 (layer3) | |
| 64 LOAD_FAST 1 (x) | |
| 66 CALL_METHOD 1 | |
| 68 STORE_FAST 1 (x) | |
| 276 70 LOAD_FAST 0 (self) | |
| 72 LOAD_METHOD 7 (layer4) | |
| 74 LOAD_FAST 1 (x) | |
| 76 CALL_METHOD 1 | |
| 78 STORE_FAST 1 (x) | |
| 278 80 LOAD_FAST 0 (self) | |
| 82 LOAD_METHOD 8 (avgpool) | |
| 84 LOAD_FAST 1 (x) | |
| 86 CALL_METHOD 1 | |
| 88 STORE_FAST 1 (x) | |
| 279 90 LOAD_GLOBAL 9 (torch) | |
| 92 LOAD_METHOD 10 (flatten) | |
| 94 LOAD_FAST 1 (x) | |
| 96 LOAD_CONST 1 (1) | |
| 98 CALL_METHOD 2 | |
| 100 STORE_FAST 1 (x) | |
| 280 102 LOAD_FAST 0 (self) | |
| 104 LOAD_METHOD 11 (fc) | |
| 106 LOAD_FAST 1 (x) | |
| 108 CALL_METHOD 1 | |
| 110 STORE_FAST 1 (x) | |
| 282 112 LOAD_FAST 1 (x) | |
| 114 RETURN_VALUE | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR conv1 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST x [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST x [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR bn1 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST x [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST x [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR relu [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST x [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST x [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR maxpool [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST x [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST x [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR layer1 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST x [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] INLINING <code object forward at 0x7f3f0fa66190, file "/data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/torchvision/models/resnet.py", line 143> | |
| 144 0 LOAD_FAST 1 (x) | |
| 2 STORE_FAST 2 (identity) | |
| 146 4 LOAD_FAST 0 (self) | |
| 6 LOAD_METHOD 0 (conv1) | |
| 8 LOAD_FAST 1 (x) | |
| 10 CALL_METHOD 1 | |
| 12 STORE_FAST 3 (out) | |
| 147 14 LOAD_FAST 0 (self) | |
| 16 LOAD_METHOD 1 (bn1) | |
| 18 LOAD_FAST 3 (out) | |
| 20 CALL_METHOD 1 | |
| 22 STORE_FAST 3 (out) | |
| 148 24 LOAD_FAST 0 (self) | |
| 26 LOAD_METHOD 2 (relu) | |
| 28 LOAD_FAST 3 (out) | |
| 30 CALL_METHOD 1 | |
| 32 STORE_FAST 3 (out) | |
| 150 34 LOAD_FAST 0 (self) | |
| 36 LOAD_METHOD 3 (conv2) | |
| 38 LOAD_FAST 3 (out) | |
| 40 CALL_METHOD 1 | |
| 42 STORE_FAST 3 (out) | |
| 151 44 LOAD_FAST 0 (self) | |
| 46 LOAD_METHOD 4 (bn2) | |
| 48 LOAD_FAST 3 (out) | |
| 50 CALL_METHOD 1 | |
| 52 STORE_FAST 3 (out) | |
| 152 54 LOAD_FAST 0 (self) | |
| 56 LOAD_METHOD 2 (relu) | |
| 58 LOAD_FAST 3 (out) | |
| 60 CALL_METHOD 1 | |
| 62 STORE_FAST 3 (out) | |
| 154 64 LOAD_FAST 0 (self) | |
| 66 LOAD_METHOD 5 (conv3) | |
| 68 LOAD_FAST 3 (out) | |
| 70 CALL_METHOD 1 | |
| 72 STORE_FAST 3 (out) | |
| 155 74 LOAD_FAST 0 (self) | |
| 76 LOAD_METHOD 6 (bn3) | |
| 78 LOAD_FAST 3 (out) | |
| 80 CALL_METHOD 1 | |
| 82 STORE_FAST 3 (out) | |
| 157 84 LOAD_FAST 0 (self) | |
| 86 LOAD_ATTR 7 (downsample) | |
| 88 LOAD_CONST 0 (None) | |
| 90 COMPARE_OP 9 (is not) | |
| 92 POP_JUMP_IF_FALSE 104 | |
| 158 94 LOAD_FAST 0 (self) | |
| 96 LOAD_METHOD 7 (downsample) | |
| 98 LOAD_FAST 1 (x) | |
| 100 CALL_METHOD 1 | |
| 102 STORE_FAST 2 (identity) | |
| 160 >> 104 LOAD_FAST 3 (out) | |
| 106 LOAD_FAST 2 (identity) | |
| 108 INPLACE_ADD | |
| 110 STORE_FAST 3 (out) | |
| 161 112 LOAD_FAST 0 (self) | |
| 114 LOAD_METHOD 2 (relu) | |
| 116 LOAD_FAST 3 (out) | |
| 118 CALL_METHOD 1 | |
| 120 STORE_FAST 3 (out) | |
| 163 122 LOAD_FAST 3 (out) | |
| 124 RETURN_VALUE | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST x [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST identity [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR conv1 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST x [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR bn1 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR relu [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR conv2 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR bn2 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR relu [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR conv3 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR bn3 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR downsample [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_CONST None [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE COMPARE_OP is not [NNModuleVariable(), ConstantVariable(NoneType)] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE POP_JUMP_IF_FALSE 104 [ConstantVariable(bool)] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR downsample [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST x [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST identity [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST identity [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE INPLACE_ADD None [TensorVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR relu [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE RETURN_VALUE None [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] DONE INLINING <code object forward at 0x7f3f0fa66190, file "/data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/torchvision/models/resnet.py", line 143> | |
| torchdynamo.symbolic_convert: [DEBUG] INLINING <code object forward at 0x7f3f0fa66190, file "/data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/torchvision/models/resnet.py", line 143> | |
| 144 0 LOAD_FAST 1 (x) | |
| 2 STORE_FAST 2 (identity) | |
| 146 4 LOAD_FAST 0 (self) | |
| 6 LOAD_METHOD 0 (conv1) | |
| 8 LOAD_FAST 1 (x) | |
| 10 CALL_METHOD 1 | |
| 12 STORE_FAST 3 (out) | |
| 147 14 LOAD_FAST 0 (self) | |
| 16 LOAD_METHOD 1 (bn1) | |
| 18 LOAD_FAST 3 (out) | |
| 20 CALL_METHOD 1 | |
| 22 STORE_FAST 3 (out) | |
| 148 24 LOAD_FAST 0 (self) | |
| 26 LOAD_METHOD 2 (relu) | |
| 28 LOAD_FAST 3 (out) | |
| 30 CALL_METHOD 1 | |
| 32 STORE_FAST 3 (out) | |
| 150 34 LOAD_FAST 0 (self) | |
| 36 LOAD_METHOD 3 (conv2) | |
| 38 LOAD_FAST 3 (out) | |
| 40 CALL_METHOD 1 | |
| 42 STORE_FAST 3 (out) | |
| 151 44 LOAD_FAST 0 (self) | |
| 46 LOAD_METHOD 4 (bn2) | |
| 48 LOAD_FAST 3 (out) | |
| 50 CALL_METHOD 1 | |
| 52 STORE_FAST 3 (out) | |
| 152 54 LOAD_FAST 0 (self) | |
| 56 LOAD_METHOD 2 (relu) | |
| 58 LOAD_FAST 3 (out) | |
| 60 CALL_METHOD 1 | |
| 62 STORE_FAST 3 (out) | |
| 154 64 LOAD_FAST 0 (self) | |
| 66 LOAD_METHOD 5 (conv3) | |
| 68 LOAD_FAST 3 (out) | |
| 70 CALL_METHOD 1 | |
| 72 STORE_FAST 3 (out) | |
| 155 74 LOAD_FAST 0 (self) | |
| 76 LOAD_METHOD 6 (bn3) | |
| 78 LOAD_FAST 3 (out) | |
| 80 CALL_METHOD 1 | |
| 82 STORE_FAST 3 (out) | |
| 157 84 LOAD_FAST 0 (self) | |
| 86 LOAD_ATTR 7 (downsample) | |
| 88 LOAD_CONST 0 (None) | |
| 90 COMPARE_OP 9 (is not) | |
| 92 POP_JUMP_IF_FALSE 104 | |
| 158 94 LOAD_FAST 0 (self) | |
| 96 LOAD_METHOD 7 (downsample) | |
| 98 LOAD_FAST 1 (x) | |
| 100 CALL_METHOD 1 | |
| 102 STORE_FAST 2 (identity) | |
| 160 >> 104 LOAD_FAST 3 (out) | |
| 106 LOAD_FAST 2 (identity) | |
| 108 INPLACE_ADD | |
| 110 STORE_FAST 3 (out) | |
| 161 112 LOAD_FAST 0 (self) | |
| 114 LOAD_METHOD 2 (relu) | |
| 116 LOAD_FAST 3 (out) | |
| 118 CALL_METHOD 1 | |
| 120 STORE_FAST 3 (out) | |
| 163 122 LOAD_FAST 3 (out) | |
| 124 RETURN_VALUE | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST x [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST identity [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR conv1 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST x [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR bn1 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR relu [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR conv2 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR bn2 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR relu [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR conv3 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR bn3 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR downsample [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_CONST None [ConstantVariable(NoneType)] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE COMPARE_OP is not [ConstantVariable(NoneType), ConstantVariable(NoneType)] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE POP_JUMP_IF_FALSE 104 [ConstantVariable(bool)] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST identity [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE INPLACE_ADD None [TensorVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR relu [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE RETURN_VALUE None [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] DONE INLINING <code object forward at 0x7f3f0fa66190, file "/data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/torchvision/models/resnet.py", line 143> | |
| torchdynamo.symbolic_convert: [DEBUG] INLINING <code object forward at 0x7f3f0fa66190, file "/data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/torchvision/models/resnet.py", line 143> | |
| 144 0 LOAD_FAST 1 (x) | |
| 2 STORE_FAST 2 (identity) | |
| 146 4 LOAD_FAST 0 (self) | |
| 6 LOAD_METHOD 0 (conv1) | |
| 8 LOAD_FAST 1 (x) | |
| 10 CALL_METHOD 1 | |
| 12 STORE_FAST 3 (out) | |
| 147 14 LOAD_FAST 0 (self) | |
| 16 LOAD_METHOD 1 (bn1) | |
| 18 LOAD_FAST 3 (out) | |
| 20 CALL_METHOD 1 | |
| 22 STORE_FAST 3 (out) | |
| 148 24 LOAD_FAST 0 (self) | |
| 26 LOAD_METHOD 2 (relu) | |
| 28 LOAD_FAST 3 (out) | |
| 30 CALL_METHOD 1 | |
| 32 STORE_FAST 3 (out) | |
| 150 34 LOAD_FAST 0 (self) | |
| 36 LOAD_METHOD 3 (conv2) | |
| 38 LOAD_FAST 3 (out) | |
| 40 CALL_METHOD 1 | |
| 42 STORE_FAST 3 (out) | |
| 151 44 LOAD_FAST 0 (self) | |
| 46 LOAD_METHOD 4 (bn2) | |
| 48 LOAD_FAST 3 (out) | |
| 50 CALL_METHOD 1 | |
| 52 STORE_FAST 3 (out) | |
| 152 54 LOAD_FAST 0 (self) | |
| 56 LOAD_METHOD 2 (relu) | |
| 58 LOAD_FAST 3 (out) | |
| 60 CALL_METHOD 1 | |
| 62 STORE_FAST 3 (out) | |
| 154 64 LOAD_FAST 0 (self) | |
| 66 LOAD_METHOD 5 (conv3) | |
| 68 LOAD_FAST 3 (out) | |
| 70 CALL_METHOD 1 | |
| 72 STORE_FAST 3 (out) | |
| 155 74 LOAD_FAST 0 (self) | |
| 76 LOAD_METHOD 6 (bn3) | |
| 78 LOAD_FAST 3 (out) | |
| 80 CALL_METHOD 1 | |
| 82 STORE_FAST 3 (out) | |
| 157 84 LOAD_FAST 0 (self) | |
| 86 LOAD_ATTR 7 (downsample) | |
| 88 LOAD_CONST 0 (None) | |
| 90 COMPARE_OP 9 (is not) | |
| 92 POP_JUMP_IF_FALSE 104 | |
| 158 94 LOAD_FAST 0 (self) | |
| 96 LOAD_METHOD 7 (downsample) | |
| 98 LOAD_FAST 1 (x) | |
| 100 CALL_METHOD 1 | |
| 102 STORE_FAST 2 (identity) | |
| 160 >> 104 LOAD_FAST 3 (out) | |
| 106 LOAD_FAST 2 (identity) | |
| 108 INPLACE_ADD | |
| 110 STORE_FAST 3 (out) | |
| 161 112 LOAD_FAST 0 (self) | |
| 114 LOAD_METHOD 2 (relu) | |
| 116 LOAD_FAST 3 (out) | |
| 118 CALL_METHOD 1 | |
| 120 STORE_FAST 3 (out) | |
| 163 122 LOAD_FAST 3 (out) | |
| 124 RETURN_VALUE | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST x [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST identity [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR conv1 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST x [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR bn1 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR relu [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR conv2 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR bn2 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR relu [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR conv3 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR bn3 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR downsample [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_CONST None [ConstantVariable(NoneType)] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE COMPARE_OP is not [ConstantVariable(NoneType), ConstantVariable(NoneType)] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE POP_JUMP_IF_FALSE 104 [ConstantVariable(bool)] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST identity [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE INPLACE_ADD None [TensorVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR relu [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE RETURN_VALUE None [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] DONE INLINING <code object forward at 0x7f3f0fa66190, file "/data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/torchvision/models/resnet.py", line 143> | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST x [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR layer2 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST x [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] INLINING <code object forward at 0x7f3f0fa66190, file "/data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/torchvision/models/resnet.py", line 143> | |
| 144 0 LOAD_FAST 1 (x) | |
| 2 STORE_FAST 2 (identity) | |
| 146 4 LOAD_FAST 0 (self) | |
| 6 LOAD_METHOD 0 (conv1) | |
| 8 LOAD_FAST 1 (x) | |
| 10 CALL_METHOD 1 | |
| 12 STORE_FAST 3 (out) | |
| 147 14 LOAD_FAST 0 (self) | |
| 16 LOAD_METHOD 1 (bn1) | |
| 18 LOAD_FAST 3 (out) | |
| 20 CALL_METHOD 1 | |
| 22 STORE_FAST 3 (out) | |
| 148 24 LOAD_FAST 0 (self) | |
| 26 LOAD_METHOD 2 (relu) | |
| 28 LOAD_FAST 3 (out) | |
| 30 CALL_METHOD 1 | |
| 32 STORE_FAST 3 (out) | |
| 150 34 LOAD_FAST 0 (self) | |
| 36 LOAD_METHOD 3 (conv2) | |
| 38 LOAD_FAST 3 (out) | |
| 40 CALL_METHOD 1 | |
| 42 STORE_FAST 3 (out) | |
| 151 44 LOAD_FAST 0 (self) | |
| 46 LOAD_METHOD 4 (bn2) | |
| 48 LOAD_FAST 3 (out) | |
| 50 CALL_METHOD 1 | |
| 52 STORE_FAST 3 (out) | |
| 152 54 LOAD_FAST 0 (self) | |
| 56 LOAD_METHOD 2 (relu) | |
| 58 LOAD_FAST 3 (out) | |
| 60 CALL_METHOD 1 | |
| 62 STORE_FAST 3 (out) | |
| 154 64 LOAD_FAST 0 (self) | |
| 66 LOAD_METHOD 5 (conv3) | |
| 68 LOAD_FAST 3 (out) | |
| 70 CALL_METHOD 1 | |
| 72 STORE_FAST 3 (out) | |
| 155 74 LOAD_FAST 0 (self) | |
| 76 LOAD_METHOD 6 (bn3) | |
| 78 LOAD_FAST 3 (out) | |
| 80 CALL_METHOD 1 | |
| 82 STORE_FAST 3 (out) | |
| 157 84 LOAD_FAST 0 (self) | |
| 86 LOAD_ATTR 7 (downsample) | |
| 88 LOAD_CONST 0 (None) | |
| 90 COMPARE_OP 9 (is not) | |
| 92 POP_JUMP_IF_FALSE 104 | |
| 158 94 LOAD_FAST 0 (self) | |
| 96 LOAD_METHOD 7 (downsample) | |
| 98 LOAD_FAST 1 (x) | |
| 100 CALL_METHOD 1 | |
| 102 STORE_FAST 2 (identity) | |
| 160 >> 104 LOAD_FAST 3 (out) | |
| 106 LOAD_FAST 2 (identity) | |
| 108 INPLACE_ADD | |
| 110 STORE_FAST 3 (out) | |
| 161 112 LOAD_FAST 0 (self) | |
| 114 LOAD_METHOD 2 (relu) | |
| 116 LOAD_FAST 3 (out) | |
| 118 CALL_METHOD 1 | |
| 120 STORE_FAST 3 (out) | |
| 163 122 LOAD_FAST 3 (out) | |
| 124 RETURN_VALUE | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST x [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST identity [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR conv1 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST x [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR bn1 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR relu [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR conv2 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR bn2 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR relu [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR conv3 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR bn3 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR downsample [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_CONST None [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE COMPARE_OP is not [NNModuleVariable(), ConstantVariable(NoneType)] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE POP_JUMP_IF_FALSE 104 [ConstantVariable(bool)] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR downsample [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST x [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST identity [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST identity [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE INPLACE_ADD None [TensorVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR relu [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE RETURN_VALUE None [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] DONE INLINING <code object forward at 0x7f3f0fa66190, file "/data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/torchvision/models/resnet.py", line 143> | |
| torchdynamo.symbolic_convert: [DEBUG] INLINING <code object forward at 0x7f3f0fa66190, file "/data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/torchvision/models/resnet.py", line 143> | |
| 144 0 LOAD_FAST 1 (x) | |
| 2 STORE_FAST 2 (identity) | |
| 146 4 LOAD_FAST 0 (self) | |
| 6 LOAD_METHOD 0 (conv1) | |
| 8 LOAD_FAST 1 (x) | |
| 10 CALL_METHOD 1 | |
| 12 STORE_FAST 3 (out) | |
| 147 14 LOAD_FAST 0 (self) | |
| 16 LOAD_METHOD 1 (bn1) | |
| 18 LOAD_FAST 3 (out) | |
| 20 CALL_METHOD 1 | |
| 22 STORE_FAST 3 (out) | |
| 148 24 LOAD_FAST 0 (self) | |
| 26 LOAD_METHOD 2 (relu) | |
| 28 LOAD_FAST 3 (out) | |
| 30 CALL_METHOD 1 | |
| 32 STORE_FAST 3 (out) | |
| 150 34 LOAD_FAST 0 (self) | |
| 36 LOAD_METHOD 3 (conv2) | |
| 38 LOAD_FAST 3 (out) | |
| 40 CALL_METHOD 1 | |
| 42 STORE_FAST 3 (out) | |
| 151 44 LOAD_FAST 0 (self) | |
| 46 LOAD_METHOD 4 (bn2) | |
| 48 LOAD_FAST 3 (out) | |
| 50 CALL_METHOD 1 | |
| 52 STORE_FAST 3 (out) | |
| 152 54 LOAD_FAST 0 (self) | |
| 56 LOAD_METHOD 2 (relu) | |
| 58 LOAD_FAST 3 (out) | |
| 60 CALL_METHOD 1 | |
| 62 STORE_FAST 3 (out) | |
| 154 64 LOAD_FAST 0 (self) | |
| 66 LOAD_METHOD 5 (conv3) | |
| 68 LOAD_FAST 3 (out) | |
| 70 CALL_METHOD 1 | |
| 72 STORE_FAST 3 (out) | |
| 155 74 LOAD_FAST 0 (self) | |
| 76 LOAD_METHOD 6 (bn3) | |
| 78 LOAD_FAST 3 (out) | |
| 80 CALL_METHOD 1 | |
| 82 STORE_FAST 3 (out) | |
| 157 84 LOAD_FAST 0 (self) | |
| 86 LOAD_ATTR 7 (downsample) | |
| 88 LOAD_CONST 0 (None) | |
| 90 COMPARE_OP 9 (is not) | |
| 92 POP_JUMP_IF_FALSE 104 | |
| 158 94 LOAD_FAST 0 (self) | |
| 96 LOAD_METHOD 7 (downsample) | |
| 98 LOAD_FAST 1 (x) | |
| 100 CALL_METHOD 1 | |
| 102 STORE_FAST 2 (identity) | |
| 160 >> 104 LOAD_FAST 3 (out) | |
| 106 LOAD_FAST 2 (identity) | |
| 108 INPLACE_ADD | |
| 110 STORE_FAST 3 (out) | |
| 161 112 LOAD_FAST 0 (self) | |
| 114 LOAD_METHOD 2 (relu) | |
| 116 LOAD_FAST 3 (out) | |
| 118 CALL_METHOD 1 | |
| 120 STORE_FAST 3 (out) | |
| 163 122 LOAD_FAST 3 (out) | |
| 124 RETURN_VALUE | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST x [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST identity [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR conv1 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST x [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR bn1 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR relu [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR conv2 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR bn2 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR relu [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR conv3 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR bn3 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR downsample [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_CONST None [ConstantVariable(NoneType)] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE COMPARE_OP is not [ConstantVariable(NoneType), ConstantVariable(NoneType)] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE POP_JUMP_IF_FALSE 104 [ConstantVariable(bool)] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST identity [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE INPLACE_ADD None [TensorVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR relu [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE RETURN_VALUE None [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] DONE INLINING <code object forward at 0x7f3f0fa66190, file "/data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/torchvision/models/resnet.py", line 143> | |
| torchdynamo.symbolic_convert: [DEBUG] INLINING <code object forward at 0x7f3f0fa66190, file "/data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/torchvision/models/resnet.py", line 143> | |
| 144 0 LOAD_FAST 1 (x) | |
| 2 STORE_FAST 2 (identity) | |
| 146 4 LOAD_FAST 0 (self) | |
| 6 LOAD_METHOD 0 (conv1) | |
| 8 LOAD_FAST 1 (x) | |
| 10 CALL_METHOD 1 | |
| 12 STORE_FAST 3 (out) | |
| 147 14 LOAD_FAST 0 (self) | |
| 16 LOAD_METHOD 1 (bn1) | |
| 18 LOAD_FAST 3 (out) | |
| 20 CALL_METHOD 1 | |
| 22 STORE_FAST 3 (out) | |
| 148 24 LOAD_FAST 0 (self) | |
| 26 LOAD_METHOD 2 (relu) | |
| 28 LOAD_FAST 3 (out) | |
| 30 CALL_METHOD 1 | |
| 32 STORE_FAST 3 (out) | |
| 150 34 LOAD_FAST 0 (self) | |
| 36 LOAD_METHOD 3 (conv2) | |
| 38 LOAD_FAST 3 (out) | |
| 40 CALL_METHOD 1 | |
| 42 STORE_FAST 3 (out) | |
| 151 44 LOAD_FAST 0 (self) | |
| 46 LOAD_METHOD 4 (bn2) | |
| 48 LOAD_FAST 3 (out) | |
| 50 CALL_METHOD 1 | |
| 52 STORE_FAST 3 (out) | |
| 152 54 LOAD_FAST 0 (self) | |
| 56 LOAD_METHOD 2 (relu) | |
| 58 LOAD_FAST 3 (out) | |
| 60 CALL_METHOD 1 | |
| 62 STORE_FAST 3 (out) | |
| 154 64 LOAD_FAST 0 (self) | |
| 66 LOAD_METHOD 5 (conv3) | |
| 68 LOAD_FAST 3 (out) | |
| 70 CALL_METHOD 1 | |
| 72 STORE_FAST 3 (out) | |
| 155 74 LOAD_FAST 0 (self) | |
| 76 LOAD_METHOD 6 (bn3) | |
| 78 LOAD_FAST 3 (out) | |
| 80 CALL_METHOD 1 | |
| 82 STORE_FAST 3 (out) | |
| 157 84 LOAD_FAST 0 (self) | |
| 86 LOAD_ATTR 7 (downsample) | |
| 88 LOAD_CONST 0 (None) | |
| 90 COMPARE_OP 9 (is not) | |
| 92 POP_JUMP_IF_FALSE 104 | |
| 158 94 LOAD_FAST 0 (self) | |
| 96 LOAD_METHOD 7 (downsample) | |
| 98 LOAD_FAST 1 (x) | |
| 100 CALL_METHOD 1 | |
| 102 STORE_FAST 2 (identity) | |
| 160 >> 104 LOAD_FAST 3 (out) | |
| 106 LOAD_FAST 2 (identity) | |
| 108 INPLACE_ADD | |
| 110 STORE_FAST 3 (out) | |
| 161 112 LOAD_FAST 0 (self) | |
| 114 LOAD_METHOD 2 (relu) | |
| 116 LOAD_FAST 3 (out) | |
| 118 CALL_METHOD 1 | |
| 120 STORE_FAST 3 (out) | |
| 163 122 LOAD_FAST 3 (out) | |
| 124 RETURN_VALUE | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST x [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST identity [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR conv1 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST x [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR bn1 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR relu [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR conv2 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR bn2 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR relu [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR conv3 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR bn3 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR downsample [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_CONST None [ConstantVariable(NoneType)] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE COMPARE_OP is not [ConstantVariable(NoneType), ConstantVariable(NoneType)] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE POP_JUMP_IF_FALSE 104 [ConstantVariable(bool)] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST identity [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE INPLACE_ADD None [TensorVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR relu [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE RETURN_VALUE None [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] DONE INLINING <code object forward at 0x7f3f0fa66190, file "/data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/torchvision/models/resnet.py", line 143> | |
| torchdynamo.symbolic_convert: [DEBUG] INLINING <code object forward at 0x7f3f0fa66190, file "/data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/torchvision/models/resnet.py", line 143> | |
| 144 0 LOAD_FAST 1 (x) | |
| 2 STORE_FAST 2 (identity) | |
| 146 4 LOAD_FAST 0 (self) | |
| 6 LOAD_METHOD 0 (conv1) | |
| 8 LOAD_FAST 1 (x) | |
| 10 CALL_METHOD 1 | |
| 12 STORE_FAST 3 (out) | |
| 147 14 LOAD_FAST 0 (self) | |
| 16 LOAD_METHOD 1 (bn1) | |
| 18 LOAD_FAST 3 (out) | |
| 20 CALL_METHOD 1 | |
| 22 STORE_FAST 3 (out) | |
| 148 24 LOAD_FAST 0 (self) | |
| 26 LOAD_METHOD 2 (relu) | |
| 28 LOAD_FAST 3 (out) | |
| 30 CALL_METHOD 1 | |
| 32 STORE_FAST 3 (out) | |
| 150 34 LOAD_FAST 0 (self) | |
| 36 LOAD_METHOD 3 (conv2) | |
| 38 LOAD_FAST 3 (out) | |
| 40 CALL_METHOD 1 | |
| 42 STORE_FAST 3 (out) | |
| 151 44 LOAD_FAST 0 (self) | |
| 46 LOAD_METHOD 4 (bn2) | |
| 48 LOAD_FAST 3 (out) | |
| 50 CALL_METHOD 1 | |
| 52 STORE_FAST 3 (out) | |
| 152 54 LOAD_FAST 0 (self) | |
| 56 LOAD_METHOD 2 (relu) | |
| 58 LOAD_FAST 3 (out) | |
| 60 CALL_METHOD 1 | |
| 62 STORE_FAST 3 (out) | |
| 154 64 LOAD_FAST 0 (self) | |
| 66 LOAD_METHOD 5 (conv3) | |
| 68 LOAD_FAST 3 (out) | |
| 70 CALL_METHOD 1 | |
| 72 STORE_FAST 3 (out) | |
| 155 74 LOAD_FAST 0 (self) | |
| 76 LOAD_METHOD 6 (bn3) | |
| 78 LOAD_FAST 3 (out) | |
| 80 CALL_METHOD 1 | |
| 82 STORE_FAST 3 (out) | |
| 157 84 LOAD_FAST 0 (self) | |
| 86 LOAD_ATTR 7 (downsample) | |
| 88 LOAD_CONST 0 (None) | |
| 90 COMPARE_OP 9 (is not) | |
| 92 POP_JUMP_IF_FALSE 104 | |
| 158 94 LOAD_FAST 0 (self) | |
| 96 LOAD_METHOD 7 (downsample) | |
| 98 LOAD_FAST 1 (x) | |
| 100 CALL_METHOD 1 | |
| 102 STORE_FAST 2 (identity) | |
| 160 >> 104 LOAD_FAST 3 (out) | |
| 106 LOAD_FAST 2 (identity) | |
| 108 INPLACE_ADD | |
| 110 STORE_FAST 3 (out) | |
| 161 112 LOAD_FAST 0 (self) | |
| 114 LOAD_METHOD 2 (relu) | |
| 116 LOAD_FAST 3 (out) | |
| 118 CALL_METHOD 1 | |
| 120 STORE_FAST 3 (out) | |
| 163 122 LOAD_FAST 3 (out) | |
| 124 RETURN_VALUE | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST x [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST identity [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR conv1 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST x [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR bn1 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR relu [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR conv2 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR bn2 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR relu [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR conv3 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR bn3 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR downsample [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_CONST None [ConstantVariable(NoneType)] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE COMPARE_OP is not [ConstantVariable(NoneType), ConstantVariable(NoneType)] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE POP_JUMP_IF_FALSE 104 [ConstantVariable(bool)] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST identity [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE INPLACE_ADD None [TensorVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR relu [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE RETURN_VALUE None [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] DONE INLINING <code object forward at 0x7f3f0fa66190, file "/data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/torchvision/models/resnet.py", line 143> | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST x [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR layer3 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST x [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] INLINING <code object forward at 0x7f3f0fa66190, file "/data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/torchvision/models/resnet.py", line 143> | |
| 144 0 LOAD_FAST 1 (x) | |
| 2 STORE_FAST 2 (identity) | |
| 146 4 LOAD_FAST 0 (self) | |
| 6 LOAD_METHOD 0 (conv1) | |
| 8 LOAD_FAST 1 (x) | |
| 10 CALL_METHOD 1 | |
| 12 STORE_FAST 3 (out) | |
| 147 14 LOAD_FAST 0 (self) | |
| 16 LOAD_METHOD 1 (bn1) | |
| 18 LOAD_FAST 3 (out) | |
| 20 CALL_METHOD 1 | |
| 22 STORE_FAST 3 (out) | |
| 148 24 LOAD_FAST 0 (self) | |
| 26 LOAD_METHOD 2 (relu) | |
| 28 LOAD_FAST 3 (out) | |
| 30 CALL_METHOD 1 | |
| 32 STORE_FAST 3 (out) | |
| 150 34 LOAD_FAST 0 (self) | |
| 36 LOAD_METHOD 3 (conv2) | |
| 38 LOAD_FAST 3 (out) | |
| 40 CALL_METHOD 1 | |
| 42 STORE_FAST 3 (out) | |
| 151 44 LOAD_FAST 0 (self) | |
| 46 LOAD_METHOD 4 (bn2) | |
| 48 LOAD_FAST 3 (out) | |
| 50 CALL_METHOD 1 | |
| 52 STORE_FAST 3 (out) | |
| 152 54 LOAD_FAST 0 (self) | |
| 56 LOAD_METHOD 2 (relu) | |
| 58 LOAD_FAST 3 (out) | |
| 60 CALL_METHOD 1 | |
| 62 STORE_FAST 3 (out) | |
| 154 64 LOAD_FAST 0 (self) | |
| 66 LOAD_METHOD 5 (conv3) | |
| 68 LOAD_FAST 3 (out) | |
| 70 CALL_METHOD 1 | |
| 72 STORE_FAST 3 (out) | |
| 155 74 LOAD_FAST 0 (self) | |
| 76 LOAD_METHOD 6 (bn3) | |
| 78 LOAD_FAST 3 (out) | |
| 80 CALL_METHOD 1 | |
| 82 STORE_FAST 3 (out) | |
| 157 84 LOAD_FAST 0 (self) | |
| 86 LOAD_ATTR 7 (downsample) | |
| 88 LOAD_CONST 0 (None) | |
| 90 COMPARE_OP 9 (is not) | |
| 92 POP_JUMP_IF_FALSE 104 | |
| 158 94 LOAD_FAST 0 (self) | |
| 96 LOAD_METHOD 7 (downsample) | |
| 98 LOAD_FAST 1 (x) | |
| 100 CALL_METHOD 1 | |
| 102 STORE_FAST 2 (identity) | |
| 160 >> 104 LOAD_FAST 3 (out) | |
| 106 LOAD_FAST 2 (identity) | |
| 108 INPLACE_ADD | |
| 110 STORE_FAST 3 (out) | |
| 161 112 LOAD_FAST 0 (self) | |
| 114 LOAD_METHOD 2 (relu) | |
| 116 LOAD_FAST 3 (out) | |
| 118 CALL_METHOD 1 | |
| 120 STORE_FAST 3 (out) | |
| 163 122 LOAD_FAST 3 (out) | |
| 124 RETURN_VALUE | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST x [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST identity [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR conv1 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST x [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR bn1 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR relu [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR conv2 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR bn2 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR relu [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR conv3 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR bn3 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR downsample [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_CONST None [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE COMPARE_OP is not [NNModuleVariable(), ConstantVariable(NoneType)] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE POP_JUMP_IF_FALSE 104 [ConstantVariable(bool)] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR downsample [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST x [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST identity [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST identity [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE INPLACE_ADD None [TensorVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR relu [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE RETURN_VALUE None [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] DONE INLINING <code object forward at 0x7f3f0fa66190, file "/data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/torchvision/models/resnet.py", line 143> | |
| torchdynamo.symbolic_convert: [DEBUG] INLINING <code object forward at 0x7f3f0fa66190, file "/data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/torchvision/models/resnet.py", line 143> | |
| 144 0 LOAD_FAST 1 (x) | |
| 2 STORE_FAST 2 (identity) | |
| 146 4 LOAD_FAST 0 (self) | |
| 6 LOAD_METHOD 0 (conv1) | |
| 8 LOAD_FAST 1 (x) | |
| 10 CALL_METHOD 1 | |
| 12 STORE_FAST 3 (out) | |
| 147 14 LOAD_FAST 0 (self) | |
| 16 LOAD_METHOD 1 (bn1) | |
| 18 LOAD_FAST 3 (out) | |
| 20 CALL_METHOD 1 | |
| 22 STORE_FAST 3 (out) | |
| 148 24 LOAD_FAST 0 (self) | |
| 26 LOAD_METHOD 2 (relu) | |
| 28 LOAD_FAST 3 (out) | |
| 30 CALL_METHOD 1 | |
| 32 STORE_FAST 3 (out) | |
| 150 34 LOAD_FAST 0 (self) | |
| 36 LOAD_METHOD 3 (conv2) | |
| 38 LOAD_FAST 3 (out) | |
| 40 CALL_METHOD 1 | |
| 42 STORE_FAST 3 (out) | |
| 151 44 LOAD_FAST 0 (self) | |
| 46 LOAD_METHOD 4 (bn2) | |
| 48 LOAD_FAST 3 (out) | |
| 50 CALL_METHOD 1 | |
| 52 STORE_FAST 3 (out) | |
| 152 54 LOAD_FAST 0 (self) | |
| 56 LOAD_METHOD 2 (relu) | |
| 58 LOAD_FAST 3 (out) | |
| 60 CALL_METHOD 1 | |
| 62 STORE_FAST 3 (out) | |
| 154 64 LOAD_FAST 0 (self) | |
| 66 LOAD_METHOD 5 (conv3) | |
| 68 LOAD_FAST 3 (out) | |
| 70 CALL_METHOD 1 | |
| 72 STORE_FAST 3 (out) | |
| 155 74 LOAD_FAST 0 (self) | |
| 76 LOAD_METHOD 6 (bn3) | |
| 78 LOAD_FAST 3 (out) | |
| 80 CALL_METHOD 1 | |
| 82 STORE_FAST 3 (out) | |
| 157 84 LOAD_FAST 0 (self) | |
| 86 LOAD_ATTR 7 (downsample) | |
| 88 LOAD_CONST 0 (None) | |
| 90 COMPARE_OP 9 (is not) | |
| 92 POP_JUMP_IF_FALSE 104 | |
| 158 94 LOAD_FAST 0 (self) | |
| 96 LOAD_METHOD 7 (downsample) | |
| 98 LOAD_FAST 1 (x) | |
| 100 CALL_METHOD 1 | |
| 102 STORE_FAST 2 (identity) | |
| 160 >> 104 LOAD_FAST 3 (out) | |
| 106 LOAD_FAST 2 (identity) | |
| 108 INPLACE_ADD | |
| 110 STORE_FAST 3 (out) | |
| 161 112 LOAD_FAST 0 (self) | |
| 114 LOAD_METHOD 2 (relu) | |
| 116 LOAD_FAST 3 (out) | |
| 118 CALL_METHOD 1 | |
| 120 STORE_FAST 3 (out) | |
| 163 122 LOAD_FAST 3 (out) | |
| 124 RETURN_VALUE | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST x [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST identity [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR conv1 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST x [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR bn1 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR relu [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR conv2 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR bn2 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR relu [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR conv3 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR bn3 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR downsample [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_CONST None [ConstantVariable(NoneType)] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE COMPARE_OP is not [ConstantVariable(NoneType), ConstantVariable(NoneType)] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE POP_JUMP_IF_FALSE 104 [ConstantVariable(bool)] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST identity [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE INPLACE_ADD None [TensorVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR relu [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE RETURN_VALUE None [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] DONE INLINING <code object forward at 0x7f3f0fa66190, file "/data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/torchvision/models/resnet.py", line 143> | |
| torchdynamo.symbolic_convert: [DEBUG] INLINING <code object forward at 0x7f3f0fa66190, file "/data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/torchvision/models/resnet.py", line 143> | |
| 144 0 LOAD_FAST 1 (x) | |
| 2 STORE_FAST 2 (identity) | |
| 146 4 LOAD_FAST 0 (self) | |
| 6 LOAD_METHOD 0 (conv1) | |
| 8 LOAD_FAST 1 (x) | |
| 10 CALL_METHOD 1 | |
| 12 STORE_FAST 3 (out) | |
| 147 14 LOAD_FAST 0 (self) | |
| 16 LOAD_METHOD 1 (bn1) | |
| 18 LOAD_FAST 3 (out) | |
| 20 CALL_METHOD 1 | |
| 22 STORE_FAST 3 (out) | |
| 148 24 LOAD_FAST 0 (self) | |
| 26 LOAD_METHOD 2 (relu) | |
| 28 LOAD_FAST 3 (out) | |
| 30 CALL_METHOD 1 | |
| 32 STORE_FAST 3 (out) | |
| 150 34 LOAD_FAST 0 (self) | |
| 36 LOAD_METHOD 3 (conv2) | |
| 38 LOAD_FAST 3 (out) | |
| 40 CALL_METHOD 1 | |
| 42 STORE_FAST 3 (out) | |
| 151 44 LOAD_FAST 0 (self) | |
| 46 LOAD_METHOD 4 (bn2) | |
| 48 LOAD_FAST 3 (out) | |
| 50 CALL_METHOD 1 | |
| 52 STORE_FAST 3 (out) | |
| 152 54 LOAD_FAST 0 (self) | |
| 56 LOAD_METHOD 2 (relu) | |
| 58 LOAD_FAST 3 (out) | |
| 60 CALL_METHOD 1 | |
| 62 STORE_FAST 3 (out) | |
| 154 64 LOAD_FAST 0 (self) | |
| 66 LOAD_METHOD 5 (conv3) | |
| 68 LOAD_FAST 3 (out) | |
| 70 CALL_METHOD 1 | |
| 72 STORE_FAST 3 (out) | |
| 155 74 LOAD_FAST 0 (self) | |
| 76 LOAD_METHOD 6 (bn3) | |
| 78 LOAD_FAST 3 (out) | |
| 80 CALL_METHOD 1 | |
| 82 STORE_FAST 3 (out) | |
| 157 84 LOAD_FAST 0 (self) | |
| 86 LOAD_ATTR 7 (downsample) | |
| 88 LOAD_CONST 0 (None) | |
| 90 COMPARE_OP 9 (is not) | |
| 92 POP_JUMP_IF_FALSE 104 | |
| 158 94 LOAD_FAST 0 (self) | |
| 96 LOAD_METHOD 7 (downsample) | |
| 98 LOAD_FAST 1 (x) | |
| 100 CALL_METHOD 1 | |
| 102 STORE_FAST 2 (identity) | |
| 160 >> 104 LOAD_FAST 3 (out) | |
| 106 LOAD_FAST 2 (identity) | |
| 108 INPLACE_ADD | |
| 110 STORE_FAST 3 (out) | |
| 161 112 LOAD_FAST 0 (self) | |
| 114 LOAD_METHOD 2 (relu) | |
| 116 LOAD_FAST 3 (out) | |
| 118 CALL_METHOD 1 | |
| 120 STORE_FAST 3 (out) | |
| 163 122 LOAD_FAST 3 (out) | |
| 124 RETURN_VALUE | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST x [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST identity [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR conv1 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST x [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR bn1 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR relu [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR conv2 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR bn2 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR relu [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR conv3 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR bn3 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR downsample [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_CONST None [ConstantVariable(NoneType)] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE COMPARE_OP is not [ConstantVariable(NoneType), ConstantVariable(NoneType)] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE POP_JUMP_IF_FALSE 104 [ConstantVariable(bool)] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST identity [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE INPLACE_ADD None [TensorVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR relu [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE RETURN_VALUE None [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] DONE INLINING <code object forward at 0x7f3f0fa66190, file "/data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/torchvision/models/resnet.py", line 143> | |
| torchdynamo.symbolic_convert: [DEBUG] INLINING <code object forward at 0x7f3f0fa66190, file "/data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/torchvision/models/resnet.py", line 143> | |
| 144 0 LOAD_FAST 1 (x) | |
| 2 STORE_FAST 2 (identity) | |
| 146 4 LOAD_FAST 0 (self) | |
| 6 LOAD_METHOD 0 (conv1) | |
| 8 LOAD_FAST 1 (x) | |
| 10 CALL_METHOD 1 | |
| 12 STORE_FAST 3 (out) | |
| 147 14 LOAD_FAST 0 (self) | |
| 16 LOAD_METHOD 1 (bn1) | |
| 18 LOAD_FAST 3 (out) | |
| 20 CALL_METHOD 1 | |
| 22 STORE_FAST 3 (out) | |
| 148 24 LOAD_FAST 0 (self) | |
| 26 LOAD_METHOD 2 (relu) | |
| 28 LOAD_FAST 3 (out) | |
| 30 CALL_METHOD 1 | |
| 32 STORE_FAST 3 (out) | |
| 150 34 LOAD_FAST 0 (self) | |
| 36 LOAD_METHOD 3 (conv2) | |
| 38 LOAD_FAST 3 (out) | |
| 40 CALL_METHOD 1 | |
| 42 STORE_FAST 3 (out) | |
| 151 44 LOAD_FAST 0 (self) | |
| 46 LOAD_METHOD 4 (bn2) | |
| 48 LOAD_FAST 3 (out) | |
| 50 CALL_METHOD 1 | |
| 52 STORE_FAST 3 (out) | |
| 152 54 LOAD_FAST 0 (self) | |
| 56 LOAD_METHOD 2 (relu) | |
| 58 LOAD_FAST 3 (out) | |
| 60 CALL_METHOD 1 | |
| 62 STORE_FAST 3 (out) | |
| 154 64 LOAD_FAST 0 (self) | |
| 66 LOAD_METHOD 5 (conv3) | |
| 68 LOAD_FAST 3 (out) | |
| 70 CALL_METHOD 1 | |
| 72 STORE_FAST 3 (out) | |
| 155 74 LOAD_FAST 0 (self) | |
| 76 LOAD_METHOD 6 (bn3) | |
| 78 LOAD_FAST 3 (out) | |
| 80 CALL_METHOD 1 | |
| 82 STORE_FAST 3 (out) | |
| 157 84 LOAD_FAST 0 (self) | |
| 86 LOAD_ATTR 7 (downsample) | |
| 88 LOAD_CONST 0 (None) | |
| 90 COMPARE_OP 9 (is not) | |
| 92 POP_JUMP_IF_FALSE 104 | |
| 158 94 LOAD_FAST 0 (self) | |
| 96 LOAD_METHOD 7 (downsample) | |
| 98 LOAD_FAST 1 (x) | |
| 100 CALL_METHOD 1 | |
| 102 STORE_FAST 2 (identity) | |
| 160 >> 104 LOAD_FAST 3 (out) | |
| 106 LOAD_FAST 2 (identity) | |
| 108 INPLACE_ADD | |
| 110 STORE_FAST 3 (out) | |
| 161 112 LOAD_FAST 0 (self) | |
| 114 LOAD_METHOD 2 (relu) | |
| 116 LOAD_FAST 3 (out) | |
| 118 CALL_METHOD 1 | |
| 120 STORE_FAST 3 (out) | |
| 163 122 LOAD_FAST 3 (out) | |
| 124 RETURN_VALUE | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST x [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST identity [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR conv1 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST x [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR bn1 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR relu [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR conv2 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR bn2 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR relu [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR conv3 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR bn3 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR downsample [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_CONST None [ConstantVariable(NoneType)] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE COMPARE_OP is not [ConstantVariable(NoneType), ConstantVariable(NoneType)] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE POP_JUMP_IF_FALSE 104 [ConstantVariable(bool)] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST identity [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE INPLACE_ADD None [TensorVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR relu [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE RETURN_VALUE None [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] DONE INLINING <code object forward at 0x7f3f0fa66190, file "/data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/torchvision/models/resnet.py", line 143> | |
| torchdynamo.symbolic_convert: [DEBUG] INLINING <code object forward at 0x7f3f0fa66190, file "/data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/torchvision/models/resnet.py", line 143> | |
| 144 0 LOAD_FAST 1 (x) | |
| 2 STORE_FAST 2 (identity) | |
| 146 4 LOAD_FAST 0 (self) | |
| 6 LOAD_METHOD 0 (conv1) | |
| 8 LOAD_FAST 1 (x) | |
| 10 CALL_METHOD 1 | |
| 12 STORE_FAST 3 (out) | |
| 147 14 LOAD_FAST 0 (self) | |
| 16 LOAD_METHOD 1 (bn1) | |
| 18 LOAD_FAST 3 (out) | |
| 20 CALL_METHOD 1 | |
| 22 STORE_FAST 3 (out) | |
| 148 24 LOAD_FAST 0 (self) | |
| 26 LOAD_METHOD 2 (relu) | |
| 28 LOAD_FAST 3 (out) | |
| 30 CALL_METHOD 1 | |
| 32 STORE_FAST 3 (out) | |
| 150 34 LOAD_FAST 0 (self) | |
| 36 LOAD_METHOD 3 (conv2) | |
| 38 LOAD_FAST 3 (out) | |
| 40 CALL_METHOD 1 | |
| 42 STORE_FAST 3 (out) | |
| 151 44 LOAD_FAST 0 (self) | |
| 46 LOAD_METHOD 4 (bn2) | |
| 48 LOAD_FAST 3 (out) | |
| 50 CALL_METHOD 1 | |
| 52 STORE_FAST 3 (out) | |
| 152 54 LOAD_FAST 0 (self) | |
| 56 LOAD_METHOD 2 (relu) | |
| 58 LOAD_FAST 3 (out) | |
| 60 CALL_METHOD 1 | |
| 62 STORE_FAST 3 (out) | |
| 154 64 LOAD_FAST 0 (self) | |
| 66 LOAD_METHOD 5 (conv3) | |
| 68 LOAD_FAST 3 (out) | |
| 70 CALL_METHOD 1 | |
| 72 STORE_FAST 3 (out) | |
| 155 74 LOAD_FAST 0 (self) | |
| 76 LOAD_METHOD 6 (bn3) | |
| 78 LOAD_FAST 3 (out) | |
| 80 CALL_METHOD 1 | |
| 82 STORE_FAST 3 (out) | |
| 157 84 LOAD_FAST 0 (self) | |
| 86 LOAD_ATTR 7 (downsample) | |
| 88 LOAD_CONST 0 (None) | |
| 90 COMPARE_OP 9 (is not) | |
| 92 POP_JUMP_IF_FALSE 104 | |
| 158 94 LOAD_FAST 0 (self) | |
| 96 LOAD_METHOD 7 (downsample) | |
| 98 LOAD_FAST 1 (x) | |
| 100 CALL_METHOD 1 | |
| 102 STORE_FAST 2 (identity) | |
| 160 >> 104 LOAD_FAST 3 (out) | |
| 106 LOAD_FAST 2 (identity) | |
| 108 INPLACE_ADD | |
| 110 STORE_FAST 3 (out) | |
| 161 112 LOAD_FAST 0 (self) | |
| 114 LOAD_METHOD 2 (relu) | |
| 116 LOAD_FAST 3 (out) | |
| 118 CALL_METHOD 1 | |
| 120 STORE_FAST 3 (out) | |
| 163 122 LOAD_FAST 3 (out) | |
| 124 RETURN_VALUE | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST x [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST identity [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR conv1 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST x [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR bn1 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR relu [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR conv2 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR bn2 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR relu [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR conv3 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR bn3 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR downsample [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_CONST None [ConstantVariable(NoneType)] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE COMPARE_OP is not [ConstantVariable(NoneType), ConstantVariable(NoneType)] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE POP_JUMP_IF_FALSE 104 [ConstantVariable(bool)] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST identity [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE INPLACE_ADD None [TensorVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR relu [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE RETURN_VALUE None [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] DONE INLINING <code object forward at 0x7f3f0fa66190, file "/data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/torchvision/models/resnet.py", line 143> | |
| torchdynamo.symbolic_convert: [DEBUG] INLINING <code object forward at 0x7f3f0fa66190, file "/data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/torchvision/models/resnet.py", line 143> | |
| 144 0 LOAD_FAST 1 (x) | |
| 2 STORE_FAST 2 (identity) | |
| 146 4 LOAD_FAST 0 (self) | |
| 6 LOAD_METHOD 0 (conv1) | |
| 8 LOAD_FAST 1 (x) | |
| 10 CALL_METHOD 1 | |
| 12 STORE_FAST 3 (out) | |
| 147 14 LOAD_FAST 0 (self) | |
| 16 LOAD_METHOD 1 (bn1) | |
| 18 LOAD_FAST 3 (out) | |
| 20 CALL_METHOD 1 | |
| 22 STORE_FAST 3 (out) | |
| 148 24 LOAD_FAST 0 (self) | |
| 26 LOAD_METHOD 2 (relu) | |
| 28 LOAD_FAST 3 (out) | |
| 30 CALL_METHOD 1 | |
| 32 STORE_FAST 3 (out) | |
| 150 34 LOAD_FAST 0 (self) | |
| 36 LOAD_METHOD 3 (conv2) | |
| 38 LOAD_FAST 3 (out) | |
| 40 CALL_METHOD 1 | |
| 42 STORE_FAST 3 (out) | |
| 151 44 LOAD_FAST 0 (self) | |
| 46 LOAD_METHOD 4 (bn2) | |
| 48 LOAD_FAST 3 (out) | |
| 50 CALL_METHOD 1 | |
| 52 STORE_FAST 3 (out) | |
| 152 54 LOAD_FAST 0 (self) | |
| 56 LOAD_METHOD 2 (relu) | |
| 58 LOAD_FAST 3 (out) | |
| 60 CALL_METHOD 1 | |
| 62 STORE_FAST 3 (out) | |
| 154 64 LOAD_FAST 0 (self) | |
| 66 LOAD_METHOD 5 (conv3) | |
| 68 LOAD_FAST 3 (out) | |
| 70 CALL_METHOD 1 | |
| 72 STORE_FAST 3 (out) | |
| 155 74 LOAD_FAST 0 (self) | |
| 76 LOAD_METHOD 6 (bn3) | |
| 78 LOAD_FAST 3 (out) | |
| 80 CALL_METHOD 1 | |
| 82 STORE_FAST 3 (out) | |
| 157 84 LOAD_FAST 0 (self) | |
| 86 LOAD_ATTR 7 (downsample) | |
| 88 LOAD_CONST 0 (None) | |
| 90 COMPARE_OP 9 (is not) | |
| 92 POP_JUMP_IF_FALSE 104 | |
| 158 94 LOAD_FAST 0 (self) | |
| 96 LOAD_METHOD 7 (downsample) | |
| 98 LOAD_FAST 1 (x) | |
| 100 CALL_METHOD 1 | |
| 102 STORE_FAST 2 (identity) | |
| 160 >> 104 LOAD_FAST 3 (out) | |
| 106 LOAD_FAST 2 (identity) | |
| 108 INPLACE_ADD | |
| 110 STORE_FAST 3 (out) | |
| 161 112 LOAD_FAST 0 (self) | |
| 114 LOAD_METHOD 2 (relu) | |
| 116 LOAD_FAST 3 (out) | |
| 118 CALL_METHOD 1 | |
| 120 STORE_FAST 3 (out) | |
| 163 122 LOAD_FAST 3 (out) | |
| 124 RETURN_VALUE | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST x [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST identity [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR conv1 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST x [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR bn1 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR relu [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR conv2 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR bn2 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR relu [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR conv3 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR bn3 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR downsample [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_CONST None [ConstantVariable(NoneType)] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE COMPARE_OP is not [ConstantVariable(NoneType), ConstantVariable(NoneType)] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE POP_JUMP_IF_FALSE 104 [ConstantVariable(bool)] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST identity [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE INPLACE_ADD None [TensorVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR relu [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE RETURN_VALUE None [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] DONE INLINING <code object forward at 0x7f3f0fa66190, file "/data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/torchvision/models/resnet.py", line 143> | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST x [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR layer4 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST x [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] INLINING <code object forward at 0x7f3f0fa66190, file "/data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/torchvision/models/resnet.py", line 143> | |
| 144 0 LOAD_FAST 1 (x) | |
| 2 STORE_FAST 2 (identity) | |
| 146 4 LOAD_FAST 0 (self) | |
| 6 LOAD_METHOD 0 (conv1) | |
| 8 LOAD_FAST 1 (x) | |
| 10 CALL_METHOD 1 | |
| 12 STORE_FAST 3 (out) | |
| 147 14 LOAD_FAST 0 (self) | |
| 16 LOAD_METHOD 1 (bn1) | |
| 18 LOAD_FAST 3 (out) | |
| 20 CALL_METHOD 1 | |
| 22 STORE_FAST 3 (out) | |
| 148 24 LOAD_FAST 0 (self) | |
| 26 LOAD_METHOD 2 (relu) | |
| 28 LOAD_FAST 3 (out) | |
| 30 CALL_METHOD 1 | |
| 32 STORE_FAST 3 (out) | |
| 150 34 LOAD_FAST 0 (self) | |
| 36 LOAD_METHOD 3 (conv2) | |
| 38 LOAD_FAST 3 (out) | |
| 40 CALL_METHOD 1 | |
| 42 STORE_FAST 3 (out) | |
| 151 44 LOAD_FAST 0 (self) | |
| 46 LOAD_METHOD 4 (bn2) | |
| 48 LOAD_FAST 3 (out) | |
| 50 CALL_METHOD 1 | |
| 52 STORE_FAST 3 (out) | |
| 152 54 LOAD_FAST 0 (self) | |
| 56 LOAD_METHOD 2 (relu) | |
| 58 LOAD_FAST 3 (out) | |
| 60 CALL_METHOD 1 | |
| 62 STORE_FAST 3 (out) | |
| 154 64 LOAD_FAST 0 (self) | |
| 66 LOAD_METHOD 5 (conv3) | |
| 68 LOAD_FAST 3 (out) | |
| 70 CALL_METHOD 1 | |
| 72 STORE_FAST 3 (out) | |
| 155 74 LOAD_FAST 0 (self) | |
| 76 LOAD_METHOD 6 (bn3) | |
| 78 LOAD_FAST 3 (out) | |
| 80 CALL_METHOD 1 | |
| 82 STORE_FAST 3 (out) | |
| 157 84 LOAD_FAST 0 (self) | |
| 86 LOAD_ATTR 7 (downsample) | |
| 88 LOAD_CONST 0 (None) | |
| 90 COMPARE_OP 9 (is not) | |
| 92 POP_JUMP_IF_FALSE 104 | |
| 158 94 LOAD_FAST 0 (self) | |
| 96 LOAD_METHOD 7 (downsample) | |
| 98 LOAD_FAST 1 (x) | |
| 100 CALL_METHOD 1 | |
| 102 STORE_FAST 2 (identity) | |
| 160 >> 104 LOAD_FAST 3 (out) | |
| 106 LOAD_FAST 2 (identity) | |
| 108 INPLACE_ADD | |
| 110 STORE_FAST 3 (out) | |
| 161 112 LOAD_FAST 0 (self) | |
| 114 LOAD_METHOD 2 (relu) | |
| 116 LOAD_FAST 3 (out) | |
| 118 CALL_METHOD 1 | |
| 120 STORE_FAST 3 (out) | |
| 163 122 LOAD_FAST 3 (out) | |
| 124 RETURN_VALUE | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST x [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST identity [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR conv1 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST x [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR bn1 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR relu [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR conv2 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR bn2 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR relu [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR conv3 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR bn3 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR downsample [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_CONST None [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE COMPARE_OP is not [NNModuleVariable(), ConstantVariable(NoneType)] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE POP_JUMP_IF_FALSE 104 [ConstantVariable(bool)] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR downsample [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST x [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST identity [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST identity [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE INPLACE_ADD None [TensorVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR relu [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE RETURN_VALUE None [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] DONE INLINING <code object forward at 0x7f3f0fa66190, file "/data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/torchvision/models/resnet.py", line 143> | |
| torchdynamo.symbolic_convert: [DEBUG] INLINING <code object forward at 0x7f3f0fa66190, file "/data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/torchvision/models/resnet.py", line 143> | |
| 144 0 LOAD_FAST 1 (x) | |
| 2 STORE_FAST 2 (identity) | |
| 146 4 LOAD_FAST 0 (self) | |
| 6 LOAD_METHOD 0 (conv1) | |
| 8 LOAD_FAST 1 (x) | |
| 10 CALL_METHOD 1 | |
| 12 STORE_FAST 3 (out) | |
| 147 14 LOAD_FAST 0 (self) | |
| 16 LOAD_METHOD 1 (bn1) | |
| 18 LOAD_FAST 3 (out) | |
| 20 CALL_METHOD 1 | |
| 22 STORE_FAST 3 (out) | |
| 148 24 LOAD_FAST 0 (self) | |
| 26 LOAD_METHOD 2 (relu) | |
| 28 LOAD_FAST 3 (out) | |
| 30 CALL_METHOD 1 | |
| 32 STORE_FAST 3 (out) | |
| 150 34 LOAD_FAST 0 (self) | |
| 36 LOAD_METHOD 3 (conv2) | |
| 38 LOAD_FAST 3 (out) | |
| 40 CALL_METHOD 1 | |
| 42 STORE_FAST 3 (out) | |
| 151 44 LOAD_FAST 0 (self) | |
| 46 LOAD_METHOD 4 (bn2) | |
| 48 LOAD_FAST 3 (out) | |
| 50 CALL_METHOD 1 | |
| 52 STORE_FAST 3 (out) | |
| 152 54 LOAD_FAST 0 (self) | |
| 56 LOAD_METHOD 2 (relu) | |
| 58 LOAD_FAST 3 (out) | |
| 60 CALL_METHOD 1 | |
| 62 STORE_FAST 3 (out) | |
| 154 64 LOAD_FAST 0 (self) | |
| 66 LOAD_METHOD 5 (conv3) | |
| 68 LOAD_FAST 3 (out) | |
| 70 CALL_METHOD 1 | |
| 72 STORE_FAST 3 (out) | |
| 155 74 LOAD_FAST 0 (self) | |
| 76 LOAD_METHOD 6 (bn3) | |
| 78 LOAD_FAST 3 (out) | |
| 80 CALL_METHOD 1 | |
| 82 STORE_FAST 3 (out) | |
| 157 84 LOAD_FAST 0 (self) | |
| 86 LOAD_ATTR 7 (downsample) | |
| 88 LOAD_CONST 0 (None) | |
| 90 COMPARE_OP 9 (is not) | |
| 92 POP_JUMP_IF_FALSE 104 | |
| 158 94 LOAD_FAST 0 (self) | |
| 96 LOAD_METHOD 7 (downsample) | |
| 98 LOAD_FAST 1 (x) | |
| 100 CALL_METHOD 1 | |
| 102 STORE_FAST 2 (identity) | |
| 160 >> 104 LOAD_FAST 3 (out) | |
| 106 LOAD_FAST 2 (identity) | |
| 108 INPLACE_ADD | |
| 110 STORE_FAST 3 (out) | |
| 161 112 LOAD_FAST 0 (self) | |
| 114 LOAD_METHOD 2 (relu) | |
| 116 LOAD_FAST 3 (out) | |
| 118 CALL_METHOD 1 | |
| 120 STORE_FAST 3 (out) | |
| 163 122 LOAD_FAST 3 (out) | |
| 124 RETURN_VALUE | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST x [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST identity [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR conv1 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST x [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR bn1 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR relu [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR conv2 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR bn2 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR relu [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR conv3 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR bn3 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR downsample [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_CONST None [ConstantVariable(NoneType)] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE COMPARE_OP is not [ConstantVariable(NoneType), ConstantVariable(NoneType)] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE POP_JUMP_IF_FALSE 104 [ConstantVariable(bool)] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST identity [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE INPLACE_ADD None [TensorVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR relu [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE RETURN_VALUE None [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] DONE INLINING <code object forward at 0x7f3f0fa66190, file "/data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/torchvision/models/resnet.py", line 143> | |
| torchdynamo.symbolic_convert: [DEBUG] INLINING <code object forward at 0x7f3f0fa66190, file "/data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/torchvision/models/resnet.py", line 143> | |
| 144 0 LOAD_FAST 1 (x) | |
| 2 STORE_FAST 2 (identity) | |
| 146 4 LOAD_FAST 0 (self) | |
| 6 LOAD_METHOD 0 (conv1) | |
| 8 LOAD_FAST 1 (x) | |
| 10 CALL_METHOD 1 | |
| 12 STORE_FAST 3 (out) | |
| 147 14 LOAD_FAST 0 (self) | |
| 16 LOAD_METHOD 1 (bn1) | |
| 18 LOAD_FAST 3 (out) | |
| 20 CALL_METHOD 1 | |
| 22 STORE_FAST 3 (out) | |
| 148 24 LOAD_FAST 0 (self) | |
| 26 LOAD_METHOD 2 (relu) | |
| 28 LOAD_FAST 3 (out) | |
| 30 CALL_METHOD 1 | |
| 32 STORE_FAST 3 (out) | |
| 150 34 LOAD_FAST 0 (self) | |
| 36 LOAD_METHOD 3 (conv2) | |
| 38 LOAD_FAST 3 (out) | |
| 40 CALL_METHOD 1 | |
| 42 STORE_FAST 3 (out) | |
| 151 44 LOAD_FAST 0 (self) | |
| 46 LOAD_METHOD 4 (bn2) | |
| 48 LOAD_FAST 3 (out) | |
| 50 CALL_METHOD 1 | |
| 52 STORE_FAST 3 (out) | |
| 152 54 LOAD_FAST 0 (self) | |
| 56 LOAD_METHOD 2 (relu) | |
| 58 LOAD_FAST 3 (out) | |
| 60 CALL_METHOD 1 | |
| 62 STORE_FAST 3 (out) | |
| 154 64 LOAD_FAST 0 (self) | |
| 66 LOAD_METHOD 5 (conv3) | |
| 68 LOAD_FAST 3 (out) | |
| 70 CALL_METHOD 1 | |
| 72 STORE_FAST 3 (out) | |
| 155 74 LOAD_FAST 0 (self) | |
| 76 LOAD_METHOD 6 (bn3) | |
| 78 LOAD_FAST 3 (out) | |
| 80 CALL_METHOD 1 | |
| 82 STORE_FAST 3 (out) | |
| 157 84 LOAD_FAST 0 (self) | |
| 86 LOAD_ATTR 7 (downsample) | |
| 88 LOAD_CONST 0 (None) | |
| 90 COMPARE_OP 9 (is not) | |
| 92 POP_JUMP_IF_FALSE 104 | |
| 158 94 LOAD_FAST 0 (self) | |
| 96 LOAD_METHOD 7 (downsample) | |
| 98 LOAD_FAST 1 (x) | |
| 100 CALL_METHOD 1 | |
| 102 STORE_FAST 2 (identity) | |
| 160 >> 104 LOAD_FAST 3 (out) | |
| 106 LOAD_FAST 2 (identity) | |
| 108 INPLACE_ADD | |
| 110 STORE_FAST 3 (out) | |
| 161 112 LOAD_FAST 0 (self) | |
| 114 LOAD_METHOD 2 (relu) | |
| 116 LOAD_FAST 3 (out) | |
| 118 CALL_METHOD 1 | |
| 120 STORE_FAST 3 (out) | |
| 163 122 LOAD_FAST 3 (out) | |
| 124 RETURN_VALUE | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST x [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST identity [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR conv1 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST x [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR bn1 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR relu [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR conv2 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR bn2 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR relu [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR conv3 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR bn3 [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR downsample [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_CONST None [ConstantVariable(NoneType)] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE COMPARE_OP is not [ConstantVariable(NoneType), ConstantVariable(NoneType)] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE POP_JUMP_IF_FALSE 104 [ConstantVariable(bool)] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST identity [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE INPLACE_ADD None [TensorVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR relu [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST out [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST out [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE RETURN_VALUE None [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] DONE INLINING <code object forward at 0x7f3f0fa66190, file "/data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/torchvision/models/resnet.py", line 143> | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST x [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR avgpool [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST x [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST x [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_GLOBAL torch [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR flatten [TorchVariable(<module 'torch' from '/data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/torch/__init__.py'>)] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST x [TorchVariable(<built-in method flatten of type object at 0x7f4060484c80>)] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_CONST 1 [TorchVariable(<built-in method flatten of type object at 0x7f4060484c80>), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 2 [TorchVariable(<built-in method flatten of type object at 0x7f4060484c80>), TensorVariable(), ConstantVariable(int)] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST x [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST self [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_ATTR fc [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST x [NNModuleVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE CALL_FUNCTION 1 [NNModuleVariable(), TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE STORE_FAST x [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE LOAD_FAST x [] | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE RETURN_VALUE None [TensorVariable()] | |
| torchdynamo.symbolic_convert: [DEBUG] DONE INLINING <code object _forward_impl at 0x7f3f0fa663a0, file "/data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/torchvision/models/resnet.py", line 266> | |
| torchdynamo.symbolic_convert: [DEBUG] TRACE RETURN_VALUE None [TensorVariable()] | |
| DDPOptimizer used bucket cap 26214400 and split graphs into parameter sizes 17348864, 28366848, 26255360, 30257056 | |
| run_node placeholder, x got args tuple() | |
| run_node call_module, submod_0 got args tuple(T[torch.Size([32, 3, 224, 224])]) | |
| run_node call_function, <built-in function getitem> got args tuple(tuple(T[torch.Size([32, 256, 14, 14])], T[torch.Size([32, 1024, 14, 14])]), 0) | |
| run_node call_function, <built-in function getitem> got args tuple(tuple(T[torch.Size([32, 256, 14, 14])], T[torch.Size([32, 1024, 14, 14])]), 1) | |
| run_node call_module, submod_1 got args tuple(T[torch.Size([32, 256, 14, 14])], T[torch.Size([32, 1024, 14, 14])]) | |
| run_node call_function, <built-in function getitem> got args tuple(tuple(T[torch.Size([32, 512, 7, 7])], T[torch.Size([32, 1024, 14, 14])]), 0) | |
| run_node call_function, <built-in function getitem> got args tuple(tuple(T[torch.Size([32, 512, 7, 7])], T[torch.Size([32, 1024, 14, 14])]), 1) | |
| run_node call_module, submod_2 got args tuple(T[torch.Size([32, 512, 7, 7])], T[torch.Size([32, 1024, 14, 14])]) | |
| run_node call_function, <built-in function getitem> got args tuple(tuple(T[torch.Size([32, 512, 7, 7])], T[torch.Size([32, 2048, 7, 7])]), 0) | |
| run_node call_function, <built-in function getitem> got args tuple(tuple(T[torch.Size([32, 512, 7, 7])], T[torch.Size([32, 2048, 7, 7])]), 1) | |
| run_node call_module, submod_3 got args tuple(T[torch.Size([32, 512, 7, 7])], T[torch.Size([32, 2048, 7, 7])]) | |
| run_node output, output got args tuple(tuple(T[torch.Size([32, 1000])])) | |
| inside CATCH_ERRORS, optimize ddp? True | |
| inside CATCH_ERRORS, optimize ddp? True | |
| inside CATCH_ERRORS, optimize ddp? True | |
| inside CATCH_ERRORS, optimize ddp? True | |
| inside CATCH_ERRORS, optimize ddp? True | |
| inside CATCH_ERRORS, optimize ddp? True | |
| inside CATCH_ERRORS, optimize ddp? True | |
| inside CATCH_ERRORS, optimize ddp? True | |
| .. inside ddp_module? False frame co_name? <graph break in train> | |
| torchdynamo.convert_frame: [ERROR] WON'T CONVERT <graph break in train> /fsx/users/dberard/scratch-local/bench-fast/benchmark/torchbenchmark/util/framework/vision/model_factory.py line 74 | |
| 74 0 LOAD_FAST 0 (___stack0) | |
| 2 LOAD_FAST 1 (___stack1) | |
| 4 JUMP_ABSOLUTE 90 | |
| 6 LOAD_GLOBAL 0 (zip) | |
| 8 LOAD_FAST 2 (self) | |
| 10 LOAD_ATTR 1 (real_input) | |
| 12 LOAD_FAST 2 (self) | |
| 14 LOAD_ATTR 2 (real_output) | |
| 16 CALL_FUNCTION 2 | |
| 18 GET_ITER | |
| >> 20 FOR_ITER 88 (to 110) | |
| 22 UNPACK_SEQUENCE 2 | |
| 24 STORE_FAST 3 (data) | |
| 26 STORE_FAST 4 (target) | |
| 28 LOAD_FAST 2 (self) | |
| 30 LOAD_ATTR 3 (dynamo) | |
| 32 POP_JUMP_IF_TRUE 82 | |
| 34 LOAD_FAST 2 (self) | |
| 36 LOAD_ATTR 4 (opt_args) | |
| 38 LOAD_ATTR 5 (cudagraph) | |
| 40 POP_JUMP_IF_FALSE 82 | |
| 42 LOAD_FAST 2 (self) | |
| 44 LOAD_ATTR 6 (example_inputs) | |
| 46 LOAD_CONST 1 (0) | |
| 48 BINARY_SUBSCR | |
| 50 LOAD_ATTR 7 (copy_) | |
| 52 LOAD_FAST 3 (data) | |
| 54 CALL_FUNCTION 1 | |
| 56 POP_TOP | |
| 58 LOAD_FAST 2 (self) | |
| 60 LOAD_ATTR 8 (example_outputs) | |
| 62 LOAD_ATTR 7 (copy_) | |
| 64 LOAD_FAST 4 (target) | |
| 66 CALL_FUNCTION 1 | |
| 68 POP_TOP | |
| 70 LOAD_FAST 2 (self) | |
| 72 LOAD_ATTR 9 (g) | |
| 74 LOAD_ATTR 10 (replay) | |
| 76 CALL_FUNCTION 0 | |
| 78 POP_TOP | |
| 80 JUMP_ABSOLUTE 20 | |
| >> 82 LOAD_FAST 2 (self) | |
| 84 LOAD_ATTR 11 (model) | |
| 86 LOAD_FAST 3 (data) | |
| 88 CALL_FUNCTION 1 | |
| >> 90 STORE_FAST 5 (pred) | |
| 75 92 LOAD_FAST 2 (self) | |
| 94 LOAD_ATTR 12 (loss_fn) | |
| 96 LOAD_FAST 5 (pred) | |
| 98 LOAD_FAST 4 (target) | |
| 100 CALL_FUNCTION 2 | |
| 102 LOAD_ATTR 13 (backward) | |
| 104 CALL_FUNCTION 0 | |
| 106 POP_TOP | |
| 108 JUMP_ABSOLUTE 20 | |
| >> 110 LOAD_CONST 0 (None) | |
| 112 RETURN_VALUE | |
| ========== TorchDynamo Stack Trace ========== | |
| Traceback (most recent call last): | |
| File "/data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/torchdynamo/convert_frame.py", line 380, in _compile | |
| out_code = transform_code_object(code, transform) | |
| File "/data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/torchdynamo/bytecode_transformation.py", line 338, in transform_code_object | |
| transformations(instructions, code_options) | |
| File "/data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/torchdynamo/convert_frame.py", line 368, in transform | |
| tracer.run() | |
| File "/data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/torchdynamo/symbolic_convert.py", line 341, in run | |
| and self.step() | |
| File "/data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/torchdynamo/symbolic_convert.py", line 314, in step | |
| getattr(self, inst.opname)(inst) | |
| File "/data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/torchdynamo/symbolic_convert.py", line 165, in wrapper | |
| return inner_fn(self, inst) | |
| File "/data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/torchdynamo/symbolic_convert.py", line 746, in CALL_FUNCTION | |
| self.call_function(fn, args, {}) | |
| File "/data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/torchdynamo/symbolic_convert.py", line 251, in call_function | |
| self.push(fn.call_function(self, args, kwargs)) | |
| File "/data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/torchdynamo/variables/nn_module.py", line 199, in call_function | |
| return variables.TensorVariable.create( | |
| File "/data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/torchdynamo/variables/tensor.py", line 137, in create | |
| example_value = wrap_fake_exception( | |
| File "/data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/torchdynamo/utils.py", line 711, in wrap_fake_exception | |
| return fn() | |
| File "/data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/torchdynamo/variables/tensor.py", line 138, in <lambda> | |
| lambda: cls.run_proxy(proxy, args, kwargs, nnmodule) | |
| File "/data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/torchdynamo/variables/tensor.py", line 80, in run_proxy | |
| return nnmodule(*args, **kwargs) | |
| File "/data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/torch/nn/modules/module.py", line 1190, in _call_impl | |
| return forward_call(*input, **kwargs) | |
| File "/data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/torch/nn/modules/loss.py", line 1174, in forward | |
| return F.cross_entropy(input, target, weight=self.weight, | |
| File "/data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/torch/nn/functional.py", line 3022, in cross_entropy | |
| return torch._C._nn.cross_entropy_loss(input, target, weight, _Reduction.get_enum(reduction), ignore_index, label_smoothing) | |
| TypeError: cross_entropy_loss(): argument 'input' (position 1) must be Tensor, not tuple | |
| ========== The above exception occurred while processing the following code ========== | |
| File "/data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/runpy.py", line 194, in _run_module_as_main | |
| return _run_code(code, main_globals, None, | |
| File "/data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/runpy.py", line 87, in _run_code | |
| exec(code, run_globals) | |
| File "/data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/submitit/core/_submit.py", line 11, in <module> | |
| submitit_main() | |
| File "/data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/submitit/core/submission.py", line 72, in submitit_main | |
| process_job(args.folder) | |
| File "/data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/submitit/core/submission.py", line 54, in process_job | |
| result = delayed.result() | |
| File "/data/home/dberard/miniconda/envs/bench-fast/lib/python3.8/site-packages/submitit/core/utils.py", line 133, in result | |
| self._result = self.function(*self.args, **self.kwargs) | |
| File "userbenchmark/ddp_experiments/__init__.py", line 156, in __call__ | |
| return trainer_class(self.args, model_class, model_args=self.model_args).measure() | |
| File "/fsx/users/dberard/scratch-local/bench-fast/benchmark/torchbenchmark/util/distributed/core_model/trainer.py", line 89, in measure | |
| self.benchmark.invoke() | |
| File "/fsx/users/dberard/scratch-local/bench-fast/benchmark/torchbenchmark/util/model.py", line 193, in invoke | |
| self.train() | |
| File "/fsx/users/dberard/scratch-local/bench-fast/benchmark/torchbenchmark/util/framework/vision/model_factory.py", line 66, in train | |
| def train(self): | |
| File "/fsx/users/dberard/scratch-local/bench-fast/benchmark/torchbenchmark/util/framework/vision/model_factory.py", line 74, in <graph break in train> | |
| pred = self.model(data) | |
| File "/fsx/users/dberard/scratch-local/bench-fast/benchmark/torchbenchmark/util/framework/vision/model_factory.py", line 75, in <graph break in train> | |
| self.loss_fn(pred, target).backward() | |
| ========== | |
| inside CATCH_ERRORS, optimize ddp? True | |
| inside CATCH_ERRORS, optimize ddp? True | |
| inside CATCH_ERRORS, optimize ddp? True | |
| submitit ERROR (2022-10-03 23:44:18,682) - Submitted job triggered an exception |
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